17 citations · 21 across the 5 of their papers we have counts for
7 papers
Deterministic Annealing Optimization for Witsenhausen's and Related Decentralized Stochastic Control Problems
Mustafa Mehmetoglu, Emrah Akyol, Kenneth Rose
This note studies the global optimization of controller mappings in discrete-time stochastic control problems including Witsenhausen's celebrated 1968 counter-example. We propose a…
Deterministic Annealing Based Optimization for Zero-Delay Source-Channel Coding in Networks
Mustafa Said Mehmetoglu, Emrah Akyol, Kenneth Rose
This paper studies the problem of global optimization of zero-delay source-channel codes that map between the source space and the channel space, under a given transmission power c…
Analog Multiple Descriptions: A Zero-Delay Source-Channel Coding Approach
Mustafa Said Mehmetoglu, Emrah Akyol, Kenneth Rose
This paper extends the well-known source coding problem of multiple descriptions, in its general and basic setting, to analog source-channel coding scenarios. Encoding-decoding fun…
A Deterministic Annealing Optimization Approach for Witsenhausen's and Related Decentralized Control Settings
Mustafa Mehmetoglu, Emrah Akyol, Kenneth Rose
This paper studies the problem of mapping optimization in decentralized control problems. A global optimization algorithm is proposed based on the ideas of ``deterministic annealin…
A Deterministic Annealing Approach to Witsenhausen's Counterexample
Mustafa Mehmetoglu, Emrah Akyol, Kenneth Rose
This paper proposes a numerical method, based on information theoretic ideas, to a class of distributed control problems. As a particular test case, the well-known and numerically…
Optimization of zero-delay mappings for distributed coding by deterministic annealing
Mustafa S. Mehmetoglu, Emrah Akyol, Kenneth Rose
This paper studies the optimization of zero-delay analog mappings in a network setting that involves distributed coding. The cost surface is known to be non-convex, and known greed…
A Deterministic Annealing Approach to Optimization of Zero-delay Source-Channel Codes
Mustafa S. Mehmetoglu, Emrah Akyol, Kenneth Rose
This paper studies optimization of zero-delay source-channel codes, and specifically the problem of obtaining globally optimal transformations that map between the source space and…