Optimal quantization in energy-constrained sensor networks under imperfect transmission

机译：传输不完全的能量受限传感器网络中的最佳量化

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This paper addresses the optimization of quantization at local sensors under strict energy constraint and imperfect transmission to improve the reconstruction performance at the fusion center in the wireless sensor networks (WSNs). We present optimized quantization scheme including the optimal quantization bit rate and the optimal transmission power allocation among quantization bits for BPSK signal and binary orthogonal signal with envelope detection, respectively. The optimization of the quantization is formulated as a convex problem and the optimal solution is derived analytically in both cases. Simulation results demonstrate the effectiveness of our proposed quantization schemes.

机译：本文讨论了在严格的能量约束和不完美传输条件下对本地传感器的量化优化，以提高无线传感器网络（WSN）融合中心的重建性能。我们提出了一种优化的量化方案，包括针对带有包络检测的BPSK信号和二进制正交信号，分别包括最优量化比特率和最优传输功率分配。在这两种情况下，将量化的优化公式化为凸问题，并通过分析得出最优解。仿真结果证明了我们提出的量化方案的有效性。

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《Information Sciences and Systems, 2009. CISS 2009》|2009年|613-617|共5页
会议地点 Baltimore MD(US);Baltimore MD(US);Baltimore MD(US)
作者
Li Zhang; Tao Cui; Ho T.; Xian-Da Zhang;
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Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA;

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phase shift keying; quantisation (signal); wireless sensor networks; BPSK signal; binary orthogonal signal; energy-constrained sensor networks; envelope detection; fusion center; optimized quantization scheme; power allocation;

机译：相移键控;量化（信号）;无线传感器网络; BPSK信号;二进制正交信号;能量受限传感器网络;包络检测;融合中心;优化量化方案;功率分配;

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专利

1. Energy-Constrained Optimal Quantization for Wireless Sensor Networks [J] . Xiliang Luo, Georgios B. Giannakis EURASIP journal on advances in signal processing . 2008,第5期

机译：无线传感器网络的能量受限最佳量化
2. Energy-Constrained Optimal Quantization for Wireless Sensor Networks [J] . Xiliang Luo, Georgios B. Giannakis EURASIP journal on advances in signal processing . 2007,第1期

机译：无线传感器网络的能量受限最佳量化
3. Rate Allocation for SVC transmission in Energy-Constrained Wireless Sensor Networks [J] . Seyedeh Zahra Sadri Tabaee Zavareh, Mahmood Fathy International Journal of Computer Networks & Communications . 2012,第1期

机译：能量受限的无线传感器网络中SVC传输的速率分配
4. Optimal Quantization in Energy-Constrained Sensor Networks under Imperfect Transmission [C] . Li Zhang, Tao Cui, Tracey Ho, Annual Conference on Information Sciences and Systems . 2009

机译：不完美传输下的能量受限传感器网络中的最佳量化
5. Transmission Timing Modulation for Information Coding in Energy-Constrained Wireless Networks [D] . Feng, Dezhi. 2020

机译：用于能量受限无线网络中的信息编码的传输定时调制
6. Analyzing Power Beacon Assisted Transmission with Imperfect CSI in Wireless Powered Sensor Networks [O] . Xuanxuan Tang, Wendong Yang, Yueming Cai, 2019

机译：在无线传感器网络中分析具有不完美CSI的电力信标辅助传输
7. Optimal Quantization in Energy-Constrained SensorudNetworks under Imperfect Transmission [O] . Zhang Li, Cui Tao, Ho Tracey, 2009

机译：能量受限传感器的最佳量化 ud传输不完善的网络

Optimal quantization in energy-constrained sensor networks under imperfect transmission

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