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Scheduling Policies for Minimizing Age of Information in Broadcast Wireless Networks

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arxiv 1801.01803 v1 pith:WVI3IJM4 submitted 2018-01-05 cs.NI cs.ITmath.IT

classification cs.NIcs.ITmath.IT
keywords policiespolicyschedulinginformationnetworksnetworkperformancewireless
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We consider a wireless broadcast network with a base station sending time-sensitive information to a number of clients through unreliable channels. The Age of Information (AoI), namely the amount of time that elapsed since the most recently delivered packet was generated, captures the freshness of the information. We formulate a discrete-time decision problem to find a transmission scheduling policy that minimizes the expected weighted sum AoI of the clients in the network. We first show that in symmetric networks a Greedy policy, which transmits the packet with highest current age, is optimal. For general networks, we develop three low-complexity scheduling policies: a randomized policy, a Max-Weight policy and a Whittle's Index policy, and derive performance guarantees as a function of the network configuration. To the best of our knowledge, this is the first work to derive performance guarantees for scheduling policies that attempt to minimize AoI in wireless networks with unreliable channels. Numerical results show that both Max-Weight and Whittle's Index policies outperform the other scheduling policies in every configuration simulated, and achieve near optimal performance.

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  1. Context-Aware Information Lapse for Timely Status Updates in Remote Control Systems

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    A context-aware timeliness metric multiplies estimation error by a context weight, and a Lyapunov scheduling policy that minimizes it cuts threshold violations and improves CartPole control versus Age-of-Information s...

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