a new fairness index and novel approach for qos-aware resource allocation in lte networks based on utility functions

نویسندگان

m. j. rezaei

m. f. sabahi

k. shahtalebi

r. mahin zaeem

r. sadeghi

چکیده

resource allocation techniques have recently appeared as a widely recognized feature in lte networks. most of existing approaches in resource allocation focus on maximizing network’s utility functions. the great potential of utility function in improving resource allocation and enhancing fairness and mean opinion score (mos) indexes has attracted large efforts over the last few years. in this paper, a new fairness index is proposed to measure resource allocation performance for real-time/delay-tolerant applications. this index can suggest a new approach for resource allocation. there are several methods in resource allocation of cellular networks which employ fairness index for performance evaluation. here, we focus on utility-function-based resources allocation and related algorithms. according to the suggested method, the base station (bs) allocates resources based on different services requirements. appropriate utility function for each application is defined, and the requested quality-of-services (qos) are satisfied through solving the corresponding optimization problem. the new well-defined fairness index shows that the proposed method has a good performance for different real-time/delay-tolerant applications. additionally, numerical results show that this approach is able to improve other important indicators such as throughput and mos as well.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A New Fairness Index and Novel Approach for QoS-Aware Resource Allocation in LTE Networks Based on Utility Functions

Resource allocation techniques have recently appeared as a widely recognized feature in LTE networks. Most of existing approaches in resource allocation focus on maximizing network’s utility functions. The great potential of utility function in improving resource allocation and enhancing fairness and mean opinion score (MOS) indexes has attracted large efforts over the last few years. In this p...

متن کامل

A QoS aware Novel Probabilistic strategy for Dynamic Resource Allocation

The paper proposes a two player game based strategy for resource allocation in service computing domain such as cloud, grid etc. The players are modelled as demand/workflows for the resource and represent multiple types of qualitative and quantitative factors. The proposed strategy will classify them in two classes. The proposed system would forecast outcome using a priori information available...

متن کامل

Relay Enhanced LTE-Advanced Networks – Resource Allocation and QoS provisioning

Some of the key driving forces behind the transition from the UMTS based cellular system to the Long Term Evolution Advanced (LTE-A) are to improve the mean and the cell-edge throughput, improve the user fairness, and improve the quality of service (QoS) satisfaction for all users. In the latter system, relays appear as one of the most prominent enabler for improving the cell-edge user experien...

متن کامل

A New Resource Allocation Algorithm in LTE-Tier Networks

This paper mainly studies the resource allocation algorithm in LTEA two-tier network. First of all, the research background of LTE-A techniques and Game theory is introduced. Then a distributed algorithm based on coalitional formation Game for femtocell resource allocation and interference management is proposed, which mainly focuses on cooperative strategies to optimize the coalition utility. ...

متن کامل

task-based language teaching in iran: a mixed study through constructing and validating a new questionnaire based on theoretical, sociocultural, and educational frameworks

جنبه های گوناگونی از زندگی در ایران را از جمله سبک زندگی، علم و امکانات فنی و تکنولوژیکی می توان کم یا بیش وارداتی در نظر گرفت. زبان انگلیسی و روش تدریس آن نیز از این قاعده مثتسنی نیست. با این حال گاهی سوال پیش می آید که آیا یک روش خاص با زیر ساخت های نظری، فرهنگی اجتماعی و آموزشی جامعه ایرانی سازگاری دارد یا خیر. این تحقیق بر اساس روش های ترکیبی انجام شده است.پرسش نامه ای نیز برای زبان آموزان ...

a benchmarking approach to optimal asset allocation for insurers and pension funds

uncertainty in the financial market will be driven by underlying brownian motions, while the assets are assumed to be general stochastic processes adapted to the filtration of the brownian motions. the goal of this study is to calculate the accumulated wealth in order to optimize the expected terminal value using a suitable utility function. this thesis introduced the lim-wong’s benchmark fun...

15 صفحه اول

منابع من

با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید


عنوان ژورنال:
amirkabir international journal of electrical & electronics engineering

ناشر: amirkabir university of technology

ISSN 2008-6075

دوره 47

شماره 2 2015

میزبانی شده توسط پلتفرم ابری doprax.com

copyright © 2015-2023