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arXiv 最近完成扫描:2026-11-14 23:29 · 全站最近入库:2026-11-14 15:09各信源进度 →

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版本更新 · v2arXiv:2609.40319

面向一般量子LDPC码的局部自同构感知伴随式编译

Local Automorphism-Aware Syndrome Compilation for General Quantum LDPC Codes

Eugenio Durazo Rocha, Olai Å. Mostad, Hsuan-Yin Lin, Eirik Rosnes

AI 速读 基于摘要

提出LocalASC方法,利用Tanner图自同构子群将满足量子奇偶约束的有序边着色问题约化到边轨道变量,为若干两分块CSS码与量子Tanner码构造深度最优或达到下界的伴随式提取调度。

quant-ph · cs.IT

查看原文摘要

Low-depth syndrome extraction for Calderbank-Shor-Steane (CSS) quantum low-density parity-check codes can be formulated as a proper ordered edge-coloring problem subject to quantum parity constraints. A proper edge-coloring of the CSS Tanner graph ensures that each data or ancilla qubit participates in at most one two-qubit gate per layer, but does not guarantee a valid interleaving of the X- and Z-check measurements as for every overlapping X/Z check pair, the number of shared data qubits on which the X interaction precedes the Z interaction must be even. The minimum number of colors in a proper ordered edge-coloring satisfying the quantum parity constraints equals the minimum two-qubit depth when each stabilizer check is measured with a single ancilla. We introduce local automorphism-aware syndrome compilation (LocalASC), which reduces the constraint system to edge-orbit variables under a subgroup of the Tanner graph automorphisms and lifts each feasible orbit assignment to the full graph. Although the $6$-layer degree lower bound is unattainable for the published weight-$6$ IBM bivariate bicycle codes, we show that this is not universal among two-block CSS codes. Among code instances for which the maximum check weight equals the maximum Tanner graph degree, LocalASC finds depth-optimal syndrome-extraction schedules for several two-block CSS codes with odd component weights, including instances with unequal odd weights. We also obtain lower-bound-saturating syndrome-extraction schedules for several quantum Tanner codes satisfying the same degree condition. To obtain the subgroups used by LocalASC without computing the full automorphism group of the Tanner graph, we construct translation subgroups for two-block group-algebra CSS codes over abelian groups. For quantum Tanner codes, we give conditions under which square-complex symmetries extend to Tanner graph automorphisms.

版本更新 · v3arXiv:2609.18352

多址信道的信息谱方法——第一部分:混合高斯情形下的 ε-容量区域

Information Spectrum Methods for Multiple-Access Channels--Part I: $\varepsilon$-Capacity Regions in the Mixed Gaussian Case

Te Sun Han, Hideki Yagi

AI 速读 基于摘要

该文用信息谱方法研究带一般混合与代价约束的混合多址信道的 ε-容量区域,并给出准静态衰落高斯多址信道下 ε-容量区域等于 ε-中断容量区域等结果。

cs.IT

查看原文摘要

We study the ε-capacity regions of mixed multiple-access channels (MACs) with general mixture and cost constraints by the information spectrum method. The starting point is a general formula for the ε-capacity region of general MACs with cost constraint, together with the random-coding and converse lemmas from which it is derived. For the quasi-static fading Gaussian MAC, with random fading coefficients and noise variance, we show that the ε-capacity region is the ε-outage capacity region, which gives the latter a Shannon-theoretic operational meaning. The direct part follows from the general formula, and the converse part from the strong converse property of the Gaussian MAC, which is stronger than the ε-strong converse, applied to each component. The ε-capacity regions coincide in all four scenarios of availability of channel state information (CSI), and the results extend to K users. With CSI at both terminals, variable-rate coding enlarges the 0-capacity region to the polymatroid whose rank function is the average of those of the components. For mixed MACs with general components and a countable parameter space, CSI at the receiver alone never enlarges the ε-capacity region, and the region with CSI at the transmitters is given by an information spectrum formula; unlike the Gaussian case, the regions with and without CSI at the transmitters may differ. For uncountable parameter spaces, only the formula for the region with CSI at both terminals survives in general. Parts II and III treat finite-alphabet mixed MACs and the strong converse for the K-user Gaussian MAC, respectively.

新论文 · v1arXiv:2611.17108

LazyWeights: Decode-on-Demand Edge LLMs

Arnab Sanyal, Gourav Datta, Sandeep P. Chinchali

原文摘要

Memory decides which LLMs an edge device runs, and how fast: capacity on a $4$ GB Jetson Nano, bandwidth on an $8$ GB Jetson Orin Nano Super. Deployed formats (GPTQ, AWQ, $\texttt{llama.cpp}$'s K- and I-quants) spend equal bits on every integer code of a matrix, although the codes are far from uniform. $\texttt{LazyWeights}$ keeps these formats but tunes GPTQ so the codes compress, Huffman-codes them losslessly in interleaved lanes, and decodes them on demand in a small unit between DRAM and L2, so GPU kernels run unchanged and DRAM moves only coded bytes. At $1\%$ and $3.5\%$ perplexity budgets, coded Phi-3-mini, Mistral-7B and SmolLM-1.7B are $5.7-31.4\%$ smaller than the best $\texttt{llama.cpp}$ format. A bit-exact $0.21$ mm$^2$ ASIC decoder unit ($1$ GHz, $7$ nm) cuts Orin latency and energy per token by up to $36\%$ and $38\%$ ($54\%$ and $44\%$ with prompt-lookup speculation). On the Nano, $\texttt{LazyWeights}$ needs $58-64\%$ less time and $53-57\%$ less energy per token than CPU $\texttt{llama.cpp}$, and runs a streamed Mistral-7B 6.6$\times$ faster at $3.89$ bits per weight. A Huffman decoder beats an rANS decoder in rate and area at equal throughput; the ASIC decoder unit runs bit-exact on a Zynq UltraScale+ FPGA (AMD ZCU102).

cs.LG · cs.AR · cs.CL · cs.IT

版本更新 · v2arXiv:2508.09082

Generalized Bicycle Codes with Low Connectivity: Minimum Distance Bounds and Competitive Circuit-Level Performance

Reza Dastbasteh, Olatz Sanz Larrarte, Arun John Moncy, Paul Schnabl, Pedro M. Crespo, Josu Etxezarreta Martinez, Ruben M. Otxoa

原文摘要

We present new upper and lower bounds on the minimum distance of certain generalized bicycle (GB) codes that go beyond the capabilities of techniques based on classical codes. These bounds are shown to capture the true minimum distance for specific subclasses within the GB family. In particular, we demonstrate the existence of two highly degenerate GB code families with parameters $[\![d^2+1,2,d]\!]_2$ for odd $d \geq 3$ and $[\![d^2,2,d]\!]_2$ for even $d \geq 4$, both having qubit connectivity of four, similar to that of surface codes. For the odd-distance family, we analyze the structure of low-weight logical Pauli operators and establish the existence of a fault-tolerant logical CNOT gate between the two logical qubits, achievable via a simple relabeling of data qubits. Next, using nearly self-inverse polynomials, we extend our results to construct an infinite class of connectivity-six GB codes with an improved rate. For GB codes based on these polynomials, we further present a technique to realize transversal logical CNOT gates via data-qubit permutations. We further construct syndrome extraction schemes for our connectivity four GB families that avoid reductions in minimum distance due to circuit-level faults propagating from check qubits to data qubits. Finally, we numerically evaluate the logical error rate performance of the mentioned connectivity four families of GB codes under circuit-level noise, obtaining thresholds comparable to those of rotated surface codes.

cs.IT · cs.DM · quant-ph

新论文 · v1arXiv:2611.16879

Context Graph: Explainable Multi-Agent Decision Chains in AI-RAN

Xijun Wang, Zhaoyang Liu, Xiang Chen, Howard H. Yang, Chenyuan Feng

原文摘要

AI-RAN distributes network control across multiple autonomous agents, namely xApps and rApps operating over shared radio resources. When an alert or degradation appears, operators currently lack a structured way to trace which decision caused it, what context triggered that decision, and how other agents interacted. Existing explainability tools focus on single-model feature attribution or linear event logging, neither of which captures cross-agent decision chains. We propose the Context Graph, a heterogeneous directed graph that organizes policies, measurements, decisions, and alerts into a queryable explanation layer. Its foundational primitive is the Decision-Event node acting as a causal junction, where incoming edges capture triggering context and outgoing edges track downstream consequences that are progressively upgraded through counterfactual verification. Instantiated over existing E2, A1, and O1 data flows, our proof-of-concept demonstrates that compliance and diagnosis queries are resolved at sub-millisecond latency over graphs of tens of thousands of nodes, while reliably distinguishing true causal impacts from spurious correlations.

cs.NI · cs.AI · cs.IT

版本更新 · v2arXiv:2611.14433

New linear codes over GF(7), GF(8) and GF(9) from quasi-cyclic codes and Construction X

Sebastian Cochinescu

原文摘要

We present linear codes with parameters [88,8,64]_7, [90,8,65]_7, [98,7,75]_8, [97,8,72]_8, [44,7,31]_9, [97,8,71]_7, [85,6,67]_8 and [78,8,56]_7. Each has a minimum distance one larger than the lower bound listed in Grassl's tables of best known linear codes; codes with parameters [89,8,64]_7, [96,8,71]_8, [95,8,70]_8, [94,8,69]_8, [77,8,55]_7 and [86,6,68]_8 follow. Seven of the eight codes are obtained from a quasi-cyclic code and a vector that is constant on each block, by Construction X with a repetition code. The remaining one, the [90,8,65]_7 code, is obtained from the first by appending two coordinates. The parameters and all weight counts were obtained by exhaustive enumeration, and a short program that repeats these computations is included.

cs.IT

新论文 · v1arXiv:2611.16835

Explicit Edit Codes via Multicoloring

Huiling Xie, Zitan Chen

原文摘要

For any fixed integers $q\ge2$ and $t\ge1$, we construct explicit $q$-ary codes of length $n$ that correct any combination of at most $t$ insertions, deletions, and substitutions, with redundancy at most $2t\log_q n+O_{q,t}(\log\log n)$ $q$-ary symbols. This matches the leading redundancy term of Levenshtein's classical existential bound. Building on the standard graph-coloring approach, we use a prime-based multicoloring of the edit-confusion graph to assign multiple colors to each $q$-ary word of length $m<n$. Appending a short, edit-protected representation of an assigned color to the length-$m$ word yields a length-$n$ codeword. The choice among the assigned colors carries additional message information, thereby reducing the redundancy. The construction admits deterministic encoding and decoding in $\widetilde O_{q,t}(n^{6t+2})$ and $\widetilde O_{q,t}(n^{7t+2})$ time, respectively.

cs.IT · cs.DM · cs.DS

版本更新 · v2arXiv:2608.03592

Permutation Decoding of AG Codes from Curves Defined by Separated Polynomials

Alonso S. Castellanos, Guilherme Tizziotti, Wilson Olaya-León

原文摘要

In this work, we investigate permutation decoding for algebraic geometry (AG) codes arising from algebraic curves defined by separated polynomials. Using automorphisms of the underlying curves, we construct permutation automorphisms of the associated algebraic geometry codes and exploit the resulting orbit structure to determine information and check positions. We introduce a class of curves, called SAP curves (Separated Additive Polynomial curves), and investigate one-point AG codes defined on them. For these codes, we obtain permutation decoding sets that correct burst errors supported on coordinates associated with rational points sharing a common coordinate. We further identify a subclass of special SAP curves, including Hermitian curves, generalized Hermitian curves, and certain maximal curves, for which additional automorphisms yield more powerful decoding sets.

cs.IT · math.AG

新论文 · v1arXiv:2611.16776

Key Relay and Secure Network Coding: One-Shot Equivalence and Separation on Undirected Networks

Yuji Ando, Edmund Chen, Go Kato, Toyohiro Tsurumaru, Derek Zhang, Donald Zvada

原文摘要

Motivated by quantum key distribution networks, we compare key relay protocols with secure network coding on the same undirected graph. In this comparison, we fix the finite field, terminal set, and wiretap family. Each edge supplies one independent uniform symbol to its endpoints for key relay, or carries one symbol once for network coding. The network code may choose its source terminal, edge orientations, and causal transmission order before execution. In this setting, the standard one-time-pad simulation readily converts every secure network code to key relay. We investigate the reverse conversion to linear network coding. For two terminals and a one-symbol key, arbitrary key relay is equivalent to scalar linear acyclic network coding over the prescribed field. The proof uses connectivity and flow conservation, related to the binary $st$-flow protocol. However, this equivalence fails in general when several terminals seek one common key. A doubled triangle separates key relay from acyclic coding but admits causal coding on a cyclic orientation. On the four-terminal complete graph, a linear key relay protocol over the ternary field withstands the three perfect-matching wiretap sets, whereas no linear causal network code distributes a source symbol of the same size, even with private randomness at every vertex and its use in decoding. We also establish a linear key relay normal form that removes interaction and private randomness and bounds public communication. All results concern one-shot feasibility with exact agreement and perfect secrecy.

cs.IT · quant-ph

版本更新 · v3arXiv:2510.08071

Integrated Localization, Mapping, and Communication through VCSEL-Based Light-emitting RIS (LeRIS)

Rashid Iqbal, Dimitrios Bozanis, Dimitrios Tyrovolas, Sotiris Ioannidis, Christos K. Liaskos, Muhammad Ali Imran, George K. Karagiannidis, Hanaa Abumarshoud

原文摘要

Light-emitting reconfigurable intelligent surfaces (LeRISs) have recently emerged as a promising solution for providing the spatial awareness required for reliable millimeter-wave (mmWave) communication in programmable wireless environments (PWEs). However, existing LeRIS designs rely on the diffuse emission of light-emitting diodes, while LiDAR-assisted solutions require dedicated sensing modules that hinder their direct integration into RIS panels. In this paper, a vertical-cavity surface-emitting laser (VCSEL)-based LeRIS framework is developed to jointly support user localization, obstacle-aware mapping, and mmWave communication. Specifically, the narrow Gaussian beams and multimode operation of VCSELs are exploited to derive closed-form schemes for the joint recovery of the user position and orientation from received signal strength measurements. According to the provided simulation results, is shown that five VCSELs are sufficient for unique recovery, while this requirement is reduced to three dual-mode VCSELs under specific geometric conditions. Furthermore, the position error bound (PEB) is derived to characterize the achievable localization accuracy, while reflected-signal time-of-arrival measurements are employed to identify obstructed links and enable blockage-resilient LeRIS routing. As a result, the proposed framework achieves cm-level localization accuracy, reliable obstacle detection, and substantial spectral-efficiency and minimum-user-rate gains, thereby establishing VCSEL-based LeRISs as a solution for spatially aware and resilient PWEs.

cs.IT

新论文 · v1arXiv:2611.16664

Information Spectrum Methods for MUltiple-Access Channels--Part III : The Strong Converse in the $K$-User Gaussian Case

Te Sun Han, Hideki Yagi

原文摘要

This paper, Part III of a series, treats $K$-user multiple-access channels (MACs). Its starting point is a pair of fundamental lemmas, a random-coding lemma of Feinstein type and a converse lemma of Verdú--Han type, which are the $K$-user extensions of the two lemmas underlying Han's information spectrum approach to the general two-user MAC. From them we derive the capacity region of the general $K$-user MAC with cost constraint and show that it contains the polymatroid capacity region of the $K$-user Gaussian MAC. We then prove, by an elementary information spectrum calculation that adapts a diffuse--exceptional subspace decomposition used in recent second-order converses for the Gaussian MAC, that for every subset $\cS$ of users and every independent input satisfying the power constraints, the conditional information spectral-sup rate of the $K$-user Gaussian MAC does not exceed $\frac12\log(1+P_\cS/N)$, where $P_\cS$ is the total power of the users in $\cS$, with a probability bound that does not depend on the input. Consequently, the strong converse for the $K$-user Gaussian MAC, in the sense that the error probability tends to one for every rate tuple outside the capacity region, follows directly from the converse lemma, without the wringing technique and without hypothesis-testing meta-converses. This strong converse was first established by Fong and Tan, whose per-blocklength bounds yield it, through wringing and quantization. It is the key ingredient in the converse parts of the coding theorems for mixed Gaussian MACs in Part I, where the $\varepsilon$-strong converse would not suffice.

cs.IT

新论文 · v1arXiv:2611.16653

Information Spectrum Methods for Multiple-Access Channels --Part II : $\varepsilon$-Capacity Regions in the Mixed Finite-Alphabet Case

Te Sun Han, Hideki Yagi

原文摘要

In a nonergodic channel such as a slowly fading link, the channel law is drawn once and held fixed for the whole codeword, and the relevant performance measure is the $\varepsilon$-capacity. We study the $\varepsilon$-capacity regions of two-user mixed multiple-access channels (MACs) with finite alphabets, additive cost constraints and an arbitrary mixing measure. The direct parts are derived from a single information spectrum formula; the converse parts use, in addition, Fano's inequality and Ahlswede's strong converse applied to each component. Without knowledge of the realized component, we prove a single-letter inner bound for every $0\le\varepsilon<1$, in which one input serves all components; for $\varepsilon=0$ it is tight, and the capacity region is given by the essential infima of the component mutual informations. We prove a single-letter outer bound, the outage region, in which each component may use its own input; it holds with or without channel state information (CSI) at either terminal, and it is the $\varepsilon$-capacity region when the encoders know the component and the parameter space is countable. Both bounds coincide, in all four CSI scenarios, for well-ordered mixed MACs, which include degradedly ordered families and mixtures with a common optimal input, such as mixed additive MACs. Without CSI the outer bound can be strictly loose, and the no-CSI $\varepsilon$-capacity region for $0<\varepsilon<1$ remains open in general. Finally, we extend Ahlswede's strong converse to $K$ users with cost constraints and show that most of these results extend to $K$-user mixed MACs.

cs.IT

新论文 · v1arXiv:2611.16643

Optimized Mirabbasi-Martin Pulse Shaping Filter for Higher-Order Modulation in Zak-OTFS

Naveed Bin Nazir, Ananthanarayanan Chockalingam

原文摘要

The performance of Zak-OTFS modulation depends critically on the delay-Doppler (DD) domain pulse shaping filter, which must support both accurate channel estimation and reliable data detection. Filters reported in the Zak-OTFS literature fall short in bit error rate (BER) performance for higher-order modulation due to sensitivity to model-free channel estimation errors and pilot-data interference. Motivated by this, in this paper, we introduce a separable two-dimensional Mirabbasi-Martin (MM) filter for Zak-OTFS and propose a filter coefficient optimization framework that minimizes the aggregate sidelobe energy while preserving the compact structure of the MM prototype. By trading exact Nyquist nulls for high localization, the optimized MM filter exhibits no sidelobes with the narrowest $-40$ dB DD domain pulsewidth compared to sinc, Gaussian, and GS pulses. This compactness of the optimized filter tightly confines the pilot energy within the pilot region of the embedded frame, ensuring that the full response is captured for model-free channel estimation while significantly reducing pilot-data interference. This yields both an improved estimation performance and a significantly improved BER performance for higher-order QAM. For the proposed filter, we derive closed-form expressions for the effective DD domain channel and the covariance of the receive-filtered noise, which drastically reduce simulation run times. Our simulation results demonstrate that the optimized MM filter achieves significantly better uncoded/coded BER performance for higher-order QAM compared to that of sinc, Gaussian, and GS filters. For example, for 64-QAM with M=32, N=48, rate-1/2 convolutional code, and TDL-A channel model with fractional DDs, the optimized MM filter achieves a coded BER of 3x10^{-4} at an E_b/N_0 of 40 dB, while the sinc, Gaussian, and GS filters exhibit error floors above 10^{-2}.

cs.IT · eess.SP

版本更新 · v2arXiv:2611.11262

Improving the Trifference Lower Bound via Non-Perfect Hashing

Chen Yuan, Ruiqi Zhu

原文摘要

We strictly improve the Körner-Marton lower bound $\frac14\log \frac{9}{5}$ on the asymptotic rate of trifferent codes. We obtain this improvement by constructing non-perfect $(9,3)$-hash codes with rate above $\log(9/5)$ and then applying the Tetra-code construction, which gives $R_3\ge\frac14R_{9,3}$. More generally, for every $q\ge4$, we prove $R_{q,3}>B_{q,3}+\frac1{250000}$. We also extend the method to $(p,2,3)$-list recovery. For every $q\ge4$ and $0\le p<\frac{q-2}{12(q-1)}$, we prove $R_q^{\mathrm{LR}}(p)>B_q^{\mathrm{LR}}(p)$. Here $B_{q,3}$ and $B_q^{\mathrm{LR}}(p)$ denote the respective probabilistic lower bounds. For every fixed $0\le p<1/18$, the rate improvement is bounded below by a positive constant independent of $q\ge4$. For every fixed $0\le p<1/12$, we also obtain a positive rate improvement independent of $q$ for all sufficiently large $q$.

cs.IT

版本更新 · v2arXiv:2607.21426

Semantic-Aware Task Clustering for Constructive and Cooperative Multi-Tasking

Ahmad Halimi Razlighi, Maximilian H. V. Tillmann, Edgar Beck, Bho Matthiesen, Armin Dekorsy

原文摘要

Cooperative multi-task semantic communication (CMT-SemCom) improves task execution performance by leveraging shared representations. However, as we demonstrated in [1], cooperative multi-tasking can be either constructive or destructive, depending on the semantic relationships among tasks. To ensure constructive cooperation, we propose a semantic-aware task clustering method for CMT-SemCom. We have formulated a sequential multi-stage optimization problem in which semantically aligned tasks are clustered once after a short initial training phase, and then end-to-end (E2E) joint training is conducted exclusively within the discovered groups. Specifically, the problem decomposes into two stages: (i) a semantic clustering problem leveraging hierarchical density-based spatial clustering, and (ii) an intra-cluster E2E CMT-SemCom learning problem. Simulation results demonstrate that the proposed framework effectively mitigates destructive cooperation and negative transfer, yielding accuracy gains compared to unclustered multi-tasking and individual training baselines.

cs.LG · cs.IT · eess.SP · stat.ML

新论文 · v1arXiv:2611.16447

A $Θ(n)$-Multiplicative Improvement of the Gilbert-Varshamov Bound for Linear and Quantum Codes

Chen Yuan, Ruiqi Zhu

原文摘要

The Gilbert-Varshamov (GV) bound is a fundamental benchmark for the existence of error-correcting codes. For non-linear $q$-ary codes of code length $n$, its finite length form is known to admit a multiplicative improvement of order $Θ(n)$. In contrast, for $q$-ary linear codes of arbitrary rates, the best previously known general improvement was only of order $Θ(\sqrt n)$. This leaves open whether the algebraic constraint of linearity inherently prevents a linear-order refinement. We show that it does not. For every fixed prime power $q$ and relative distance $0<δ<1-1/q$, we obtain a $Θ(n)$-multiplicative improvement of the GV bound for $q$-ary linear codes of arbitrary rate, matching the corresponding result for nonlinear codes. Our proof is based on a simple change of viewpoint. Rather than requiring the initial random linear construction to contain no low-weight vectors, we allow $O(n)$ low-weight points, show that they are independent in the underlying projective space, and then eliminate all of them simultaneously at the cost of a single dimension. The key probabilistic ingredient is an exponential bound on nontrivial linear dependencies among low-weight vectors. We further show that this approach can be extended to quantum codes despite the symplectic self-orthogonality constraint. We obtain a $Θ(n)$-multiplicative improvement of the quantum GV bound for every fixed $0<δ<1-1/q^2$ satisfying $H_{q^2}(δ)<1/2$. Thus, the same $Θ(n)$ finite length improvement is applicable to both general linear structure and symplectic self-orthogonality.

cs.IT

新论文 · v1arXiv:2611.16411

Flexible Intelligent Metasurfaces for Enhancing Secure MISO Communications

Zihao Teng, Zihao Zhao, Jiancheng An, Lu Gan, Arumugam Nallanathan, Bo Ai

原文摘要

This letter investigates flexible intelligent metasurface (FIM)-aided secure multiple-input single-output (MISO) communications in the presence of a multi-antenna eavesdropper. By exploiting the morphing capability of the FIM, the transmit array geometry can be dynamically reconfigured to reshape the legitimate and eavesdropping channels. We formulate a secrecy rate maximization (SRM) problem by jointly optimizing the transmit covariance matrix and the FIM surface shape. For a given FIM surface shape, the optimal transmit covariance matrix is shown to be rank one and is obtained in closed form from the dominant generalized eigenvector. For a fixed transmit covariance matrix, a projected gradient ascent (PGA) method is developed to optimize the FIM shape. Based on these two subproblems, a block coordinate ascent (BCA) algorithm is proposed. Moreover, for the special line-of-sight (LoS) scenario, we derive a globally optimal closed-form joint transmit covariance matrix and FIM surface shape design under a sufficient morphing-range condition. Numerical results demonstrate that FIM effectively improves the secrecy rate over a conventional rigid antenna array (RAA). Moreover, FIM achieves a transmit-power saving of about 2.5 dB compared with the RAA benchmark at the same secrecy rate.

eess.SP · cs.IT

新论文 · v1arXiv:2611.16377

Universal optimality on finite Lee tori

Tao Zhang

原文摘要

We study subsets of finite Lee tori that minimize pair energy among sets of the same cardinality for every discretely completely monotone potential. At half occupancy on a product of even cycles, the two checkerboards minimize both total pair energy and maximum individual energy. They are the only minimizers for every nonconstant classical completely monotone potential on $(0,\infty)$, proving the checkerboard conjecture of Bouman, Draisma, and van Leeuwaarden for this class. At the independence number of the distance one graph on $\Z_q^n$, universally optimal sets exist exactly when $q$ is even, $q=3$, $n=1$, or $(q,n)=(5,2)$. In these cases they are precisely the maximum independent sets and form a single Lee isometry class. At density $1/5$ in $\Z_5^n$, $n\ge2$, universal optimality is characterized by a weighted count of pairs at distances one and two. We prove these results using integer box occupancy bounds that strengthen Fourier linear programming and, in the quinary case, Fourier certificates with a common zero set.

math.CO · cs.IT

版本更新 · v2arXiv:2611.13987

Communication-Learning Co-Design for Pinching-Antenna-Assisted Federated Learning in Heterogeneous Wireless Networks

Shuai Wang, Wenxuan Sun, Mingjie Shao, Wantao Jiang, Yanqing Xu, Lingxiang Li, Zhi Chen

原文摘要

Wireless federated learning (FL) suffers from two coupled bottlenecks: statistical heterogeneity across clients and communication-constrained model synchronization over unreliable wireless links. Instead of focusing on algorithmic design and/or wireless resource optimization, this paper provides a systematic study of pinching antenna (PA)-empowered FL for heterogeneous wireless networks and develops a unified communication-and-learning framework. Specifically, we integrate a segmented waveguide-enabled pinching antenna (SWAN) architecture with a heterogeneity-robust FL algorithm based on client variance reduction and dual quantization, so as to jointly mitigate communication bottlenecks and client drift. On this basis, we further develop a two-stage SWAN-assisted downlink protocol and formulate fairness-oriented uplink optimization problems for PA positioning, bandwidth allocation, and quantization design. Efficient solution frameworks are then derived for the resulting downlink and uplink optimization problems. Experimental results show the superiority of the proposed design in convergence speed and final accuracy under non-independent and identically distributed data and communication bottlenecks.

cs.IT

新论文 · v1arXiv:2611.16253

A Constructive Theory of Closed-Form Rate-Distortion Functions

Dazhuan Xu, Yongming Huang, Xiaohu You

原文摘要

Rate-distortion functions are defined by a variational problem whose analytic solution depends on the source distribution and distortion measure. We develop a posterior-based construction framework using conditional entropy as a common distortion coordinate. Building on the rate-entropy formulation, we establish entropy-level attainability for discrete sources with finite entropy and absolutely continuous sources with integrable log densities. We give a constructive rate-entropy coding proof for finite-alphabet sources and such continuous sources, without a second-moment assumption. Marginal compatibility ensures that a candidate posterior and output distribution recover the source, while a Gibbs representation and a kernel mass bound certify attainment of maximum conditional entropy. The negative log posterior identifies candidate fixed distortions. Excess rate equals a conditional entropy gap and decomposes into budget slack and posterior mismatch. Convolution decompositions and conjugate posteriors provide two construction paths. They recover established results, including the Gamma-source rate-distortion function under Itakura-Saito distortion, and yield a closed-form parametric expression for zeta sources under divisibility-constrained logarithmic multiplicative distortion. Exact expressions are obtained on specified intervals for negative binomial sources under one-sided counting distortion and Gamma sources under one-sided mean error. A residual-count coordinate for Poisson entropy budgets and rate-entropy parametrizations of Gamma and Dirichlet counting channels connect model parameters to remaining uncertainty. The framework unifies distortion selection, compatible-channel construction, and optimality verification.

cs.IT

新论文 · v1arXiv:2611.16244

SEC: One-Share Everywhere-Short Secret Sharing from Lossless Expanders

Muhammad Arzaki, Muhammed F. Esgin, Amin Sakzad, Ron Steinfeld

原文摘要

We introduce SEC, an expander-code-based ramp secret sharing scheme over $\mathbb{Z}$-modules, particularly suitable for lattice-based distributed cryptography. It is everywhere-short: bounded secret coefficients yield bounded share coefficients, and the integer reconstruction vectors have bounded entries. Moreover, each participant receives exactly one share, regardless of the number of parties and the privacy and reconstruction thresholds. This improves on prior schemes with bounded share coefficients and bounded entries in the integer reconstruction vectors, in which the number of sub-shares or shares per participant grows either with the number of parties and the threshold or with the security parameter. The construction rests on a coding-theoretic observation: in the bi-adjacency matrix of a lossless bipartite expander, unique-neighbor peeling completes every sufficiently small set of columns to a square unimodular submatrix. We prove correctness, everywhere-shortness, and linearity, and give a publicly computable entrywise bound on the reconstruction vector our algorithm returns for each authorized set. For privacy, we introduce hard-core local leakage resilience, which strengthens the leakage-resilience notion of Nielsen and Simkin (EUROCRYPT 2020) to protect a hard-core function of the secret, and we prove that SEC satisfies it against correlated multi-query local leakage under the MatrixHint-MLWE problem, which admits a reduction from the standard MLWE problem. For $n=60$ participants and security parameter $κ=128$, SEC achieves privacy threshold 6 against $2^{64}$ leakage queries and empirical reconstruction threshold 46. The ideal entropy-coded secret and share sizes are about 3.5 KiB and 6.4 KiB, respectively.

cs.CR · cs.IT

版本更新 · v4arXiv:2511.03398

A Class of Self-Orthogonal, NMDS, or LCD MDS $(\mathcal{L}, \mathcal{P})$-Twisted Generalized Reed-Solomon Codes

Zhonghao Liang, Chenlu Jia, Dongmei Huang, Qunying Liao, Chunming Tang

原文摘要

Maximum distance separable (in short, MDS), near MDS (in short, NMDS), linear complementary dual codes (in short, LCD) and self-orthogonal codes play a pivotal role in algebraic coding theory, particularly in applications such as quantum communications and secret sharing schemes. Recently, the construction of non-generalized Reed-Solomon (in short, non-GRS) codes has emerged as a significant research frontier. This paper focuses on a class of $(\mathcal{L}, \mathcal{P})$-twisted generalized Reed-Solomon (TGRS) codes $\mathcal{C}_{k-1}\left(\boldsymbolα,\boldsymbol{v},\boldsymbolη\right)$ characterized by $\ell+1$ twists. By considering a special class of parity-check matrices derived from existing results, we derive the corresponding necessary and sufficient conditions or sufficient conditions for $\mathcal{C}_{k-1}\left(\boldsymbolα,\boldsymbol{v},\boldsymbolη\right)$ to be self-orthogonal, and then generalize the corresponding results given by Liu et al. (2021), Sui et al. (2021), and Zhang et al. (2025). As applications, leveraging these self-orthogonal structures, we can obtain several families of LCD MDS codes. Secondly, we provide a characterization of the NMDS property for the codes $\mathcal{C}_{k-1}\left(\boldsymbolα,\boldsymbol{v},\boldsymbolη\right)$, offering a partial solution to the open problem concerning general $(\mathcal{L}, \mathcal{P})$-TGRS codes posed by Hu et al. (2025). Finally, we rigorously prove that the codes $\mathcal{C}_{k-1}\left(\boldsymbolα,\boldsymbol{v},\boldsymbolη\right)$ are of non-GRS type when $2k > n>k+\ell+2$.

cs.IT

版本更新 · v3arXiv:2506.03874

On a class of generalized Roth-Lempel codes

Zhonghao Liang, Yongkang Wan, Qunying Liao

原文摘要

Maximum distance separable (MDS), almost MDS (AMDS), and self-dual codes have applications in communications, data storage, and quantum coding. The construction and structural study of MDS codes that are not equivalent to generalized Reed-Solomon (GRS) codes are important problems in coding theory and finite geometry. In this paper, we investigate the generalized Roth-Lempel (GRL) codes \(GRL_k(α, v, A_{3\times 3})\) introduced by Li et al. [28] in the case of a \(3\times 3\) appended matrix. Using the Cauchy matrix method of Roth and Lempel, we derive a sufficient condition under which these codes are not equivalent to GRS codes. We also establish necessary and sufficient conditions for their duals to be AMDS and for the codes to be self-dual. The self-duality criterion extends the corresponding result in [28], and we provide examples illustrating our results. Under suitable parameter assumptions and an explicit rank condition, we show that the Schur square of an \([n, k]_q\) GRL code \(GRL_k(α, v, A_{3\times 3})\) has dimension \(2k + 2\). Using this invariant, we show that, under certain conditions, these GRL codes are not equivalent to codes from several known non-GRS families.

cs.IT

新论文 · v1arXiv:2611.16179

Concatenated Codes with One Inner Code: Low-Rate Gilbert-Varshamov Asymptotics from Algebraic-Geometric Codes

Yota Maeda, Ruho Kondo

原文摘要

Constructing codes that attain the Gilbert-Varshamov (GV) bound while admitting efficient encoding and decoding is a fundamental problem in coding theory. We study concatenated codes that reuse a single binary inner code across all outer coordinates. To exploit existing encoding and decoding algorithms, we restrict the outer codes to random subcodes of scaled copies of prescribed algebraic codes and investigate their minimum distance. Our first contribution is a general upper bound on the minimum-distance failure probability that separates two terms controlled by the inner code's bias moments and the dual weight distribution of the prescribed code, together with sufficient conditions for exponential decay. Our second contribution is a concrete construction satisfying these conditions using algebraic-geometric codes from the Garcia-Stichtenoth tower. For every sufficiently small $\varepsilon>0$, we construct a family of random binary codes $C_m$ whose rates approach $\varepsilon^2$ and satisfy \[ \Pr\left[δ(C_m)\geq\frac12-\sqrt{\frac{\ln 2}{2}}\left(\varepsilon+\frac{\varepsilon^3}{2}\right)\right]\geq 1-2^{-c\varepsilon^4N_m}, \] for all sufficiently large $m$, where $N_m$ is the block length and $c>0$ is independent of $\varepsilon$ and $m$. Thus, the distance guarantee matches the leading coefficient of the GV bound at low rates. For each fixed $\varepsilon$, the construction uses a single inner encoding map throughout the family and admits polynomial-time encoding and unique decoding within a guaranteed radius. This answers the question of Doron, Mosheiff, and Wootters for subcodes of scaled algebraic geometry codes at low rates.

cs.IT

版本更新 · v2arXiv:2611.06059

Exact Transport-Information Correspondence for Distribution-Adaptive Discretization

Koretaka Yuge

原文摘要

Discretization of continuous probability distributions is an operation on the sample space, and the structure induced by this operation cannot generally be determined solely from information geometry. In our recent work on unavoidable canonical nonlinearity (UCN), we established a non-arbitrary connection between the transport cost associated with discretization and the information-geometric indistinguishability of continuous probability distributions. Through this transport-information correspondence, UCN quantifies the information-theoretic cost associated with discretization in terms of the expected Kullback-Leibler divergence between nearby continuous distributions characterized by the discretization geometry. In the original UCN construction, discretization is implemented by transporting the probability mass within each cell to its geometric centroid. The resulting transport-information correspondence, however, is derived under specific conditions involving the cell geometry, spatial coverage, and the vanishing-cell-scale limit. In this work, we generalize the local-map discretization framework by allowing an arbitrary representative point for each cell and establish an exact decomposition of the associated transport cost into contributions from the conditional covariance of the probability distribution and the displacement of the representative point from its probability-weighted centroid. Consequently, the resulting transport cost is exactly represented by the expectation of the associated Fisher-induced quadratic form, without requiring uniform cell geometry, complete coverage of the sample space, or an infinitesimal cell-scale limit. The proposed construction thus establishes an exact transport-information correspondence for finite-scale discretization using arbitrary collections of non-overlapping bounded sets.

cs.IT · cond-mat.stat-mech

版本更新 · v2arXiv:2604.14689

ISAC with Backscattering RFID Tags: Beamforming and Codebook Design

Hao Luo, Umut Demirhan, Ahmed Alkhateeb

原文摘要

This paper explores an integrated sensing and communication (ISAC) system with backscattering radio frequency identification (RFID) tags. In this setup, an access point employs communication beams to serve communication users while leveraging a sensing beam to interrogate RFID tags. Under the total transmit power constraint of the system, our objective is to design a joint sensing and communication beamforming codebook by considering the tag interrogation and communication requirements. To lay a foundation for the codebook design problem, we first study the beamforming design problem in the single-tag scenario and investigate two approaches: a two-stage zero-forcing-based design with optimized power allocation and a joint beamforming design that minimizes the total transmit power. Extending our study to the multi-tag scenario, we propose a site-specific beamforming codebook design. The proposed approach partitions the region of interest into angular sectors and jointly optimizes the sensing and communication beams for each sector. The simulation results show that the proposed beamforming designs can effectively mitigate the mutual interference between sensing and communication functionalities, thus enhancing the interrogation range of the tags while minimizing transmit power. Also, the efficacy of the proposed site-specific codebook design has been demonstrated in terms of interrogation success rate, offering a promising approach for ISAC backscattering systems.

eess.SP · cs.IT

新论文 · v1arXiv:2611.16146

Two-Stage Secret Sharing

Mizuki Murata, Mamoru Shibata

原文摘要

We give an information-theoretic formulation of two-stage secret sharing for situations in which secret information becomes available progressively. In the proposed model, shares for an initial part of the secret are distributed before the remaining part becomes available, and additional shares are distributed to new participants after the remaining part becomes available, without updating the shares already distributed and without using any additional information other than shares. To characterize this setting, we propose the notion of a two-stage access structure and provide its characterization. We further quantify the amount of information about the first-stage secret that the dealer must retain between the two distribution stages, derive a universal lower bound, and present a construction that achieves this bound for every two-stage access structure. We also position advance sharing as a special case of the proposed model and give its characterization and a related construction in classical information-theoretic secret sharing.

cs.IT

新论文 · v1arXiv:2611.16066

Optimal Additive Integer Masks for One-Guess Vulnerability under an Absolute-Moment Budget

Joonas Pääkkönen

原文摘要

We study the average one-guess success probability of an adversary who observes the ordinary integer sum of a finite-support secret and an independent integer-valued mask, subject to an absolute-moment budget on the mask. For a uniform secret on an interval the exact optimum and an explicit optimiser are obtained. For a biased bit the masks that achieve no increase over the prior baseline are characterised and their minimal cost is determined. The entire cost-vulnerability frontier is then determined for every bias. It is the piecewise-linear interpolation of an explicit sequence of points generated by cost-optimally shifted truncated geometric masks. It has infinitely many affine pieces, which accumulate at the critical cost, where the frontier meets the prior baseline with zero slope. The proof rests on a layer-cake decomposition of an arbitrary mask into truncated geometrics, along which both the vulnerability and the cost are exactly additive. The results give exact design guidance for additive integer noise under the average one-guess metric; they do not constitute a cryptographic masking scheme.

cs.IT · cs.CR

新论文 · v1arXiv:2611.16022

Closed-Form Gaussian Information Projection for Embedded Hypercubes and Beta--Gaussian Mixtures

Ali Darijani, Emadedin Soufian, Jürgen Beyerer

原文摘要

We derive closed-form Gaussian information projections of Beta--Gaussian distributions whose tangential components are supported on affine embedded hypercubes and whose normal components are Gaussian. The optimal Gaussian is uniquely characterized by moment matching, and the corresponding minimum Kullback--Leibler divergence admits an explicit expression depending only on the intrinsic Beta parameters, independently of the embedding geometry, ambient dimension, and normal Gaussian parameters. In the uniform case, this divergence reduces to a linear function of the intrinsic dimension. We further extend this construction to finite, pure embedded cubical complexes by considering mixtures of the componentwise Gaussian projections. Using the joint convexity of the Kullback--Leibler divergence, we establish an explicit upper bound on the approximation error of the resulting Gaussian Mixture. For uniform tangential distributions and volume-based mixture weights, the bound is linear in the intrinsic dimension and independent of the geometry of the complex, its embedding, and the normal Gaussian parameters.

cs.IT

新论文 · v1arXiv:2611.15952

Quasi-Cyclic Qudit Lifted Product Codes with Almost Linear Minimum Distance

Shantom K. Borah, Abhinav Vaishya, V. Lalitha, Asit Kumar Pradhan, Bane Vasic, Narayanan Rengaswamy

原文摘要

Quantum low-density parity-check (QLDPC) codes are a promising route to fault-tolerant quantum computation with low overhead, and qudits offer advantages over qubits including more efficient information representation, improved magic state distillation, and richer algebraic structure for code design. Asymptotically good QLDPC codes arise from the lifted product (LP) construction with non-abelian lifts, but cyclic lifts remain attractive in practice because the resulting quasi-cyclic codes have circulant structure that hardware decoders exploit, which matters especially for non-binary decoders with costly check node operations. We introduce a qudit generalization of the LP construction over cyclic group algebras, which extends hypergraph product and LP codes to arbitrary prime-power dimensions and yields quasi-cyclic qudit CSS codes for every stacking order. We bound encoding rates via a connection to additive codes, and show that in the fully stacked case, qudit LP codes built from lifted Tanner codes on expander graphs form families with $Θ(\log N)$ logical qudits and almost linear minimum distance $Θ(N/\log N)$, via a distance bound that holds for a general class of LP factors. We also study an additive decoder for general qudit codes and a linear merged-syndrome decoder for fully stacked codes. Monte Carlo simulations under a depolarizing channel with equal symbol error probability show that qudit codes achieve lower frame error rates than comparable qubit codes, and that the linear decoder gives further gains for fully stacked codes.

quant-ph · cs.IT