Information rates over an AWGN channel with an energy harvesting transmitter having a finite energy buffer

K. DeekshithP., V. Sharma
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Abstract

We consider an AWGN channel with a transmitter powered by an energy harvesting source. The node is equipped with a finite energy buffer. Such a system can be modelled as a channel with side information (about energy in the energy buffer) causally known at the transmitter. The receiver is assumed to have no side information. First, we provide an achievable scheme that approximates the system capacity at low buffer lengths. Next we consider a scheme viz. the truncated Gaussian signalling that provides excellent approximation to system capacity at large buffer lengths. These achievable rates are easy to compute and converge to the infinite buffer capacity as the buffer length increases. The achievable schemes we discuss belong to a general class of policies called Markov energy management policies. Markov energy management policies together with Shannon strategies provide good lower bounds to the system capacity.
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具有有限能量缓冲的能量收集发射机的AWGN信道上的信息速率
我们考虑一个AWGN信道,其发射机由能量收集源供电。节点配备了有限能量缓冲器。这样的系统可以被建模为一个信道,其侧信息(关于能量缓冲中的能量)在发射机中是偶然已知的。假定接收者没有侧面信息。首先,我们提供了一个可实现的方案,该方案近似于低缓冲区长度下的系统容量。接下来,我们考虑一种方案,即截断高斯信号,它在大缓冲区长度下提供了对系统容量的极好近似。这些可实现的速率易于计算,并且随着缓冲区长度的增加收敛于无限缓冲区容量。我们讨论的可实现方案属于一类称为马尔可夫能源管理策略的一般策略。马尔可夫能量管理策略和香农策略为系统容量提供了良好的下界。
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