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Journal of Information and Intelligence最新文献

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Journal of information and intelligence: Reporting pioneering research progress to the world 信息与情报杂志:向世界报告开创性的研究进展
Pub Date : 2023-05-01 DOI: 10.1016/j.jiixd.2023.03.003
Yue Hao (Academician, Chinese Academy of Sciences)
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引用次数: 0
Nonbinary polar coding with low decoding latency and complexity 具有低解码延迟和低复杂度的非二进制极性编码
Pub Date : 2023-05-01 DOI: 10.1016/j.jiixd.2022.10.002
Peiyao Chen , Baoming Bai , Xiao Ma

In this paper, we propose a new class of nonbinary polar codes, where the symbol-level polarization is achieved by using a 2 × 2 q-ary matrix 10β1 as the kernel. Under bit-level code construction, some partially-frozen symbols exist, where the frozen bits in these symbols can be used as active-check bits to facilitate the decoder. The encoder/decoder of the proposed codes has a similar structure to the original binary polar codes, admitting an easily configurable and flexible implementation, which is an obvious advantage over the existing nonbinary polar codes based on Reed-Solomon (RS) codes. A low-complexity decoding method is also introduced, in which only more competitive symbols are considered rather than the whole q symbols in the finite field. To support high spectral efficiency, we also present, in addition to the single level coded modulation scheme with field-matched modulation order, a mixed multilevel coded modulation scheme with arbitrary modulation in order to trade off the latency against complexity. Simulation results show that our proposed nonbinary polar codes exhibit comparable performance with the RS4-based polar codes and outperform binary polar codes with low decoding latency, suggesting a potential application for future ultra-reliable and low-latency communications (URLLC).

在本文中,我们提出了一类新的非二进制极性码,其中符号级极化是通过使用2×2q-元矩阵10β1作为核来实现的。在比特级码结构下,存在一些部分冻结的符号,其中这些符号中的冻结比特可以用作有效校验比特,以便于解码器。所提出的码的编码器/解码器具有与原始二进制极性码类似的结构,允许易于配置和灵活的实现,这与现有的基于Reed-Solomon(RS)码的非二进制极性代码相比具有明显的优势。还介绍了一种低复杂度的解码方法,该方法只考虑更多的竞争符号,而不是有限域中的整个q符号。为了支持高频谱效率,除了具有场匹配调制阶数的单级编码调制方案外,我们还提出了具有任意调制的混合多级编码调制方案,以权衡延迟和复杂性。仿真结果表明,我们提出的非二进制极化码表现出与基于RS4的极化码相当的性能,并且在低解码延迟的情况下优于二进制极化码,这表明它在未来的超可靠低延迟通信(URLLC)中具有潜在的应用前景。
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引用次数: 1
Vehicle Computing: Vision and challenges 车辆计算:愿景与挑战
Pub Date : 2023-05-01 DOI: 10.1016/j.jiixd.2022.10.001
Sidi Lu , Weisong Shi

Vehicles have been majorly used for transportation in the last century. With the proliferation of onboard computing and communication capabilities, we envision that future connected vehicles (CVs) will be serving as a mobile computing platform in addition to their conventional transportation role for the next century. In this article, we present the vision of Vehicle Computing, i.e., CVs are the perfect computation platforms, and connected devices/things with limited computation capacities can rely on surrounding CVs to perform complex computational tasks. We also discuss Vehicle Computing from several aspects, including several case studies, key enabling technologies, a potential business model, a general computing framework, and open challenges.

在上个世纪,车辆主要用于运输。随着车载计算和通信能力的激增,我们设想未来的联网车辆(CV)在下个世纪除了发挥传统的交通作用外,还将成为一个移动计算平台。在本文中,我们介绍了车辆计算的愿景,即CV是完美的计算平台,具有有限计算能力的连接设备/事物可以依靠周围的CV来执行复杂的计算任务。我们还从几个方面讨论了车辆计算,包括几个案例研究、关键使能技术、潜在的商业模式、通用计算框架和开放的挑战。
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引用次数: 3
A Spatiotemporal Graph Wavelet Neural Network for Traffic Flow Prediction 基于时空图小波神经网络的交通流预测
Pub Date : 2023-03-01 DOI: 10.1016/j.jiixd.2023.03.001
Linjie Zhang, Jianfeng Ma
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引用次数: 2
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Journal of Information and Intelligence
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