2015
DOI: 10.1109/tpds.2014.2307868
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Dynamic channel assignment for wireless sensor networks: A regret matching based approach

Abstract: Abstract-Multiple channels in Wireless Sensor Networks (WSNs) are often exploited to support parallel transmission and to reduce interference. However, the extra overhead posed by the multi-channel usage coordination dramatically challenges the energyconstrained WSNs. In this paper, we propose a Regret Matching based Channel Assignment algorithm (RMCA) to address this challenge, in which each sensor node updates its choice of channels according to the historical record of these channels' performance to reduce … Show more

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Cited by 73 publications
(29 citation statements)
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“…In the case of multiple sources, one may use dynamic channel assignment [17] or channel allocation [18] in the first hop to increase energy efficiency further, which could be a future research topic. Also, reference [19] proposed a selfenergy recycling scheme by using an additional antenna at the relay to harvest the signal transmitted by the relay.…”
Section: Numerical Results and Discussionmentioning
confidence: 99%
See 1 more Smart Citation
“…In the case of multiple sources, one may use dynamic channel assignment [17] or channel allocation [18] in the first hop to increase energy efficiency further, which could be a future research topic. Also, reference [19] proposed a selfenergy recycling scheme by using an additional antenna at the relay to harvest the signal transmitted by the relay.…”
Section: Numerical Results and Discussionmentioning
confidence: 99%
“…Then, by using f (γ d ) and f (γ r ) in (17), solving the inner integral of the second term in (17) and letting t = P s γ r − x, the outage probability is derived as…”
Section: A Tsmentioning
confidence: 99%
“…We compare our channel assignment method CA, subnetwork isolation method SI, and upper bound ANA [see (2)] against the following three methods: 1) DIS, in which each subnetwork chooses the idle channels to use when it starts to run; (2) ILP, in which the integer linear programming (ILP) solver CPLEX is used to find the optimal solution; and (3) T2C-A, which denotes the channel assignment method in the T 2 C network protocol [37]. Some other recent works of channel assignment (e.g., [38] and [39]) were aimed at reducing communication interference but did not isolate nodes (or subnetworks). Thus, we chose [37] for the comparison.…”
Section: A Simulationmentioning
confidence: 99%
“…However, most WSNs are generally densely deployed for the following reasons: 1) co-existence of multiple WSN applications in the same geographical region [26]; 2) costly and difficult deployment process of cheap sensor nodes due to unsafe nature of the area of interest; and 3) small sensing range compared to communication range. Therefore, in most situations, we are in a position to apply our approach to exploit the dense deployment of the nodes in WSNs.…”
Section: E Optimum Value Of Kmentioning
confidence: 99%