Practical Channel-Aware Resource Allocation: With MATLAB and Python Code [Hardcover]

This book dives into radio resource allocation optimizations, a research area for wireless communications, in a pragmatic way and not only includes wireless channel conditions but also incorporates the channel in a simple and practical fashion via well-understood equations. Most importantly, the book presents a practical perspective by modeling channel conditions using terrain-aware propagation which narrows the gap between purely theoretical work and that of industry methods. The provided propagation modeling reflects industry grade scenarios for radio environment map and hence makes the channel based resource allocation presented in the book a field-grade view. Also, the book provides large scale simulations that account for realistic locations with terrain conditions that can produce realistic scenarios applicable in the field.  Most portions of the book are accompanied with MATLAB code and occasionally MATLAB/Python/C code. The book is intended for graduate students, academics, researchers of resource allocation in mathematics, computer science, and electrical engineering departments as well as working professionals/engineers in wireless industry.

Introduction.- Utility Functions and Resource Allocation.- Resource Allocation without Channel.- Distributed or Centralized.- Channel Conditions and Resource Allocation.- Propagation Modeling .- Simulation.- Conclusion.

Michael Ghorbanzadeh is an industry practitioner, with an expertise in spectrum sharing, who currently works on shaping radio frequency spectrum policies related to the United States' Federal government as an Electronics Engineer in the National Telecommunications and Information Administration (NTIA) in Washington DC. Before NTIA, he worked as one of the first engineers of Federated Wireless, a startup in Arlington, VA, to commercialize spectrum sharing in the 3.5 GHz band. He has a PhD in Electrical Engineering from Virginia Tech, has published manl,