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Optimal Routing, Link Scheduling and Power Control in Multi-hop Wireless Networks
, 2003
"... In this paper, we study the problem of joint routing, link scheduling and power control to support high data rates for broadband wireless multi-hop networks. We first address the problem of finding an optimal link scheduling and power control policy that minimizes the total average transmission powe ..."
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Cited by 105 (0 self)
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In this paper, we study the problem of joint routing, link scheduling and power control to support high data rates for broadband wireless multi-hop networks. We first address the problem of finding an optimal link scheduling and power control policy that minimizes the total average transmission power in the wireless multi-hop network, subject to given constraints regarding the minimum average data rate per link, as well as peak transmission power constraints per node. Multi-access signal interference is explicitly modeled. We use a duality approach whereby, as a byproduct of finding the optimal policy, we find the sensitivity of the minimal total average power with respect to the average data rate for each link. Since the minimal total average power is a convex function of the required minimum average data rates, shortest path algorithms with the link weights set to the link sensitivities can be used to guide the search for a globally optimum routing. We present a few simple examples that show our algorithm can find policies that support data rates that are not possible with conventional approaches. Moreover, we find that optimum allocations do not necessarily route traffic over minimum energy paths.
Approximation Algorithms for Computing Capacity of Wireless Networks with SINR constraints
"... Abstract—A fundamental problem in wireless networks is to estimate its throughput capacity- given a set of wireless nodes, and a set of connections, what is the maximum rate at which data can be sent on these connections. Most of the research in this direction has focused on either random distributi ..."
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Cited by 15 (1 self)
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Abstract—A fundamental problem in wireless networks is to estimate its throughput capacity- given a set of wireless nodes, and a set of connections, what is the maximum rate at which data can be sent on these connections. Most of the research in this direction has focused on either random distributions of points, or has assumed simple graph-based models for wireless interference. In this paper, we study capacity estimation problem using the more general Signal to Interference Plus Noise Ratio (SINR) model for interference, on arbitrary wireless networks. The problem becomes much harder in this setting, because of the non-locality of the SINR model. Recent work by Moscibroda et al. [16], [18] has shown that the throughput in this model can differ from graph based models significantly. We develop polynomial time algorithms to provably approximate the total throughput in this setting. I.
Power and QoS Aware Wireless Networks
"... The paper studies the optimal use of energy in wireless networking, the feasibility region of tasks that share a multi-access channel, and efficient algorithms for determining if a given set of tasks and resources falls within the feasibility region Categories and Subject Descriptors ..."
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The paper studies the optimal use of energy in wireless networking, the feasibility region of tasks that share a multi-access channel, and efficient algorithms for determining if a given set of tasks and resources falls within the feasibility region Categories and Subject Descriptors

