Application-Aware Resource Allocation based on Channel Information for Cellular Networks

In this paper, we introduce an efficient application-aware resource allocation (RA) approach for wireless networks with hybrid traffic. In our model, users are running elastic or inelastic traffic. We use logarithmic and sigmoidal-like utility functions to represent delay tolerant applications and real time applications, respectively, running on the user equipment (UE). Our approach provides an efficient assignment of the spectral resources based on the quality of service (QoS) requirements of users' applications as well as the UEs' channel conditions. We proved that the proposed resource allocation optimization problem is convex and therefore can ensure optimal allocated resources while considering the QoS requirements of the UEs' applications and channels' conditions.

[1]  T. Charles Clancy,et al.  Robust Resource Allocation With Joint Carrier Aggregation in Multi-Carrier Cellular Networks , 2015, IEEE Transactions on Cognitive Communications and Networking.

[2]  Charles Clancy,et al.  An Optimal Strategy for Determining True Bidding Values in Secure Spectrum Auctions , 2019, IEEE Systems Journal.

[3]  Amitabha Ghosh,et al.  Essentials of LTE and LTE-A: MIMO , 2011 .

[4]  Ron M. Roth,et al.  Introduction to Coding Theory , 2019, Discrete Mathematics.

[5]  Stephen P. Boyd,et al.  Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.

[6]  S. Shenker Fundamental Design Issues for the Future Internet , 1995 .

[7]  Charles Clancy,et al.  Application-Aware Resource Allocation of Hybrid Traffic in Cellular Networks , 2017, IEEE Transactions on Cognitive Communications and Networking.

[8]  I. M. Jacobs,et al.  Principles of Communication Engineering , 1965 .

[9]  Milos Doroslovacki,et al.  Recognizing FM, BPSK and 16-QAM using supervised and unsupervised learning techniques , 2015, 2015 49th Asilomar Conference on Signals, Systems and Computers.

[10]  Rebecca Lynne Kurrle,et al.  Resource Allocation for Smart Phones in 4G LTE-Advanced Carrier Aggregation , 2012 .

[11]  W. Marsden I and J , 2012 .

[12]  Chung Shue Chen,et al.  Self-organized resource allocation in LTE systems with weighted proportional fairness , 2012, 2012 IEEE International Conference on Communications (ICC).