Proceedings ArticleDOI
An efficient call admission control scheme on overlay networks using fuzzy logic
Asish Kumar Mukhopadhyay,Sunanda Chatterjee,Sajal Saha,Suranjan Ghose,Debashis Saha +4 more
- pp 133-135
Reads0
Chats0
TLDR
A call admission control (CAC) scheme for heterogeneous wireless overlay networks (WONs) that combine the benefits of the three commonly used techniques- guard channel, buffer management and priority scheduling with fuzzy logic application is proposed.Abstract:
This paper proposes a call admission control (CAC) scheme for heterogeneous wireless overlay networks (WONs) that combine the benefits of the three commonly used techniques- guard channel, buffer management and priority scheduling with fuzzy logic application. The simulation results show that the scheme is extremely efficient offering a high degree of quality of service (QoS).read more
Citations
More filters
Journal ArticleDOI
A Survey of Machine Learning Techniques Applied to Self-Organizing Cellular Networks
TL;DR: This paper focuses on the learning perspective of self-organizing networks (SON) solutions and provides an overview of the most common ML techniques encountered in cellular networks but also manages to classify each paper in terms of its learning solution, while also giving some examples.
Proceedings ArticleDOI
A GA-FNN based vertical handoff algorithm for heterogeneous wireless networks
TL;DR: Simulation results show that the proposed vertical handoff algorithm can reduce call blocking possibility and handoff call dropping possibility of the system, at the same time, improve network utilization.
Dissertation
Self-organization for 5G and beyond mobile networks using reinforcement learning
Valente Klaine,Paulo Henrique +1 more
TL;DR: Reinforcement Learning is considered as a promising solution to enable SON due to its ability to learn from interaction with an environment and from previous experience, without knowing the dynamics of the environment, or relying on previously collected data.
Proceedings ArticleDOI
Intelligent Paging Based Mobile User Tracking Using Fuzzy Logic
TL;DR: This paper introduces a movement pattern learning strategy system to track the user’s movements using adaptive fuzzy logic that not only reduces user location tracking costs, but also significantly decreases the call‐loss rates and average paging delays.
Journal ArticleDOI
Tracking Heterogeneous Dynamic Sensor Node using Fuzzy Logic to Prolong System lifetime in WSN
TL;DR: A mathematical model is proposed to find an optimal solution to optimize energy consumption of the sensor node and to maximize system life time and results show that the proposed model has good performances in the aspects of energy consumption and efficiency of the system network to prolong the system lifetime.
References
More filters
Proceedings ArticleDOI
An adaptive algorithm for call admission control in wireless networks
Yi Zhang,Derong Liu +1 more
TL;DR: An adaptive algorithm for call admission control in wireless networks is developed that guarantees that the handoff blocking rate is below its given threshold and at the same time, minimizes the new call blocking rate.
Journal ArticleDOI
Call admission control in wideband CDMA cellular networks by using fuzzy logic
Jun Ye,Xuemin Shen,Jon W. Mark +2 more
TL;DR: Numerical results are given to demonstrate the effectiveness of the proposed fuzzy CAC scheme in terms of new call blocking probability/handoff call dropping probability, outage probability, and resource utilization.
Proceedings ArticleDOI
Call admission control in wideband CDMA cellular networks by using fuzzy logic
Jun Ye,Xuemin Shen,Jon W. Mark +2 more
TL;DR: Numerical results are given to demonstrate the effectiveness of the proposed fuzzy CAC scheme in terms of new call blocking probability/handoff call dropping probability, outage probability, and resource utilization.
Proceedings ArticleDOI
QOS-based call admission control for integrated voice and data in CDMA systems
Rong-Fong Chang,Shiunn-Wen Wang +1 more
TL;DR: A quality-based admission control policy for the integration of voice and data in a CDMA system and a Markov model is developed to analyze the blocking probability and outage probability.
Proceedings ArticleDOI
Intelligent call admission control using fuzzy logic in wireless networks
TL;DR: This paper presents a fuzzy call admission control scheme to meet the requirement of the QoS, which searches automatically the optimal number of the guard channels in a base station to make an effective use of resource and guarantee theQoS provision.