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Optimal Selective Encoding for Timely Updates with Empty Symbol

机译:空符号及时更新的最佳选择性编码

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An information source generates independent and identically distributed status update messages from an observed random phenomenon which takes n distinct values based on a given pmf. These update packets are encoded at the transmitter to be sent to a receiver which wants to track the observed random variable with as little age as possible. The transmitter implements a selective k encoding policy such that rather than encoding all possible n realizations, the transmitter encodes the most probable k realizations and sends a designated empty symbol when one of the remaining n−k realizations occurs. We consider two scenarios: when the empty symbol does not reset the age and when the empty symbol resets the age. We find the time average age of information and the age-optimal real codeword lengths, including the codeword length for the empty symbol, for both of these scenarios. Through numerical evaluations for arbitrary pmfs, we show that this selective encoding policy yields a lower age at the receiver than encoding every realization and find the corresponding age-optimal k values.
机译:信息源根据观察到的随机现象生成独立且分布均匀的状态更新消息,该现象基于给定的pmf取n个不同的值。这些更新数据包在发送器处进行编码,以发送到接收器,该接收器希望以尽可能短的时间跟踪观察到的随机变量。发送器实施选择性的k编码策略,从而使发送器对最可能的k个实现进行编码,而不是对所有可能的n个实现进行编码,并且在其余n个k实现之一发生时发送指定的空符号。我们考虑两种情况:空符号不重设年龄和空符号重设年龄。对于这两种情况,我们都找到了信息的时间平均年龄和最佳年龄的实际代码字长度,包括空符号的代码字长度。通过对任意pmfs进行数值评估,我们表明,与对每个实现进行编码相比,这种选择性编码策略在接收器处产生的年龄更低,并找到相应的年龄最优k值。

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