Zobrazeno 1 - 10
of 60
pro vyhledávání: '"Shrader, Brooke"'
Deep Reinforcement Learning (DRL) offers a powerful approach to training neural network control policies for stochastic queuing networks (SQN). However, traditional DRL methods rely on offline simulations or static datasets, limiting their real-world
Externí odkaz:
http://arxiv.org/abs/2404.04106
Throughput-optimal transmission scheduling in wireless networks has been a well considered problem in the literature, and the method for achieving optimality, MaxWeight scheduling, has been known for several decades. This algorithm achieves optimalit
Externí odkaz:
http://arxiv.org/abs/2008.01528
We consider a system consisting of a single transmitter/receiver pair and $N$ channels over which they may communicate. Packets randomly arrive to the transmitter's queue and wait to be successfully sent to the receiver. The transmitter may attempt a
Externí odkaz:
http://arxiv.org/abs/2005.05206
Autor:
Shrader, Brooke Erin.
Thesis (Ph. D.) -- University of Maryland, College Park, 2008.
Thesis research directed by: Dept. of Electrical and Computer Engineering. Title from t.p. of PDF. Includes bibliographical references. Published by UMI Dissertation Services, Ann Ar
Thesis research directed by: Dept. of Electrical and Computer Engineering. Title from t.p. of PDF. Includes bibliographical references. Published by UMI Dissertation Services, Ann Ar
Externí odkaz:
http://hdl.handle.net/1903/8364
Publikováno v:
In Ad Hoc Networks 15 March 2019 85:131-144
Autor:
Shrader, Brooke, Permuter, Haim
In this work we find the capacity of a compound finite-state channel with time-invariant deterministic feedback. The model we consider involves the use of fixed length block codes. Our achievability result includes a proof of the existence of a unive
Externí odkaz:
http://arxiv.org/abs/0711.0705
Autor:
Shrader, Brooke, Ephremides, Anthony
We study and compare the Shannon capacity region and the stable throughput region for a random access system in which source nodes multicast their messages to multiple destination nodes. Under an erasure channel model which accounts for interference
Externí odkaz:
http://arxiv.org/abs/0705.3058
Autor:
Shrader, Brooke, Ephremides, Anthony
Publikováno v:
IEEE Transactions on Information Theory, vol. 53, no. 8, pp. 2915-2921, August 2007.
A wireless network in which packets are broadcast to a group of receivers through use of a random access protocol is considered in this work. The relation to previous work on networks of interacting queues is discussed and subsequently, the stability
Externí odkaz:
http://arxiv.org/abs/0704.2778
Autor:
Shrader, Brooke, Ephremides, Anthony
We assess the practicality of random network coding by illuminating the issue of overhead and considering it in conjunction with increasingly long packets sent over the erasure channel. We show that the transmission of increasingly long packets, cons
Externí odkaz:
http://arxiv.org/abs/0704.0831
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