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"Joint Data Upload and Targets Coverage in Solar-Powered IIoT Networks" by Ying Liu, Kwan Wu Chin et al.

In this article, we study an industrial Internet of Things (IIoT) network with a sink/gateway that is capable of decoding multiple transmissions via successive interference cancellation (SIC), and energy harvesting devices tasked with providing complete targets coverage of targets. In particular, we study a novel question: how to schedule the sensing and transmission of these devices to ensure complete target coverage over time? We outline a mixed integer linear program (MILP) and two heuristic solutions that jointly optimize the active time and transmit power of devices. Our simulation results show that the complete targets coverage lifetime of our heuristic solutions is within 80% of the optimal complete targets coverage lifetime, as computed by MILP. ....

Energy Harvesting , Nterference Cancellation , Mathematical Programming , Signal To Noise Ratio , Uccessive Interference Cancellation Sic , Argets Coverage ,

Quanta Magazine

Quanta Magazine
quantamagazine.org - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from quantamagazine.org Daily Mail and Mail on Sunday newspapers.

France General , Jason Altschuler , Gauthier Gidel , Aymeric Dieuleveut , Shuvomoy Das Gupta , Das Gupta , University Of Pennsylvania , Massachusetts Institute Of Technology , University Of Montreal , Massachusetts Institute , Mathematical Programming ,

Statistics, operations research, and better algorithms

Rahul Mazumder of MIT Sloan finds better ways to create and refine statistical models and apply them to particular problems. His work pertains to areas including statistics and operations research, with applications in finance, health care, advertising, online recommendations, and more. ....

West Bengal , Rahul Mazumder , Hussein Hazimeh , Indian Statistical Institute , Sloan School Of Management , Stanford University , Operations Research , Columbia University , Operations Research Center , Watson Ai Lab , Data Science , Research Center , Mathematical Programming ,