Optimal Channel Utilization with Limited Feedback.

FCT(2019)

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摘要
A channel with multiplicity feedback is a shared channel that in case of collision (two or more stations transmitting simultaneously) returns as a feedback the exact number of stations simultaneously transmitting. It is known that in such a model Theta((d log(n/d))/log d) time rounds are sufficient and necessary to identify the IDs of d transmitting stations, from an ensemble of n. In contrast, the model with collision detection (or ternary feedback) allows only a limited feedback from the channel: 0 (silence), 1 (success) or 2+ (collision). In this case it is known that Omega(d log(n/d)) time rounds are necessary. Generalizing, we can define a feedback interval [x, y], where 0 <= x <= y <= d, such that the channel returns the exact number of transmitting stations only if this number is within that interval. The collision detection model corresponds to x = 0 and y = 1, while the multiplicity feedback is obtained for x = 0 and y = d. It is natural to ask for which size of the feedback intervals we can still get the same optimal time complexity Theta((d log (n/d))/(log d)) valid for the channel with multiplicity feedback. In this paper we show that we can still use this number of time rounds even when the interval has a substantially smaller size: namely O(root d log d). On the other hand, we also prove that if we further reduce the size of the interval to O(root d/log d), then no protocol having time complexity Theta((d log (n/d))/(log d)) is possible.
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关键词
Multiple-access channel, Limited feedback, Group testing, Threshold group testing, Distributed, Algorithm, Lower bound
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