Research on neighbor discovery algorithms based on reinforcement learning with directional antennas for ad hoc networks

C Sui, H Tang, J Gao, L Liu, R Wang, H Xu - Proceedings of the 2021 9th …, 2021 - dl.acm.org
The use of directional antennas in Ad Hoc networks can improve the performance of
networks, but it will make neighbor discovery challenging. The neighbor discovery …

Neighbor discovery algorithm with collision avoidance in Ad Hoc Network using Directional Antenna

Y Liao, L Peng, R Xu, A Li, L Ge - 2020 IEEE 6th International …, 2020 - ieeexplore.ieee.org
At present, most neighbor discovery algorithm mainly uses the 1-way handshake
mechanism, which may lead to isolated nodes in the network. In order to solve this problem …

A fast neighbor discovery algorithm based on Q-learning in wireless ad hoc networks with directional antennas

Y Wang, L Peng, R Xu, Y Yang… - 2020 IEEE 6th …, 2020 - ieeexplore.ieee.org
Battlefield information interaction has high requirements for its effectiveness, but traditional
algorithms are still inadequate in this respect. In this paper, the neighbor discovery process …

Self-adaptive neighbor discovery in mobile ad hoc networks with directional antennas

H Li, Z Xu - 2018 IEEE International Conference on …, 2018 - ieeexplore.ieee.org
In Mobile Ad hoc Networks (MANETs), directional antenna is a good solution if longer
transmission distance is needed. When nodes are equipped with directional antennas …

Parameter optimization for neighbor discovery probability of ad hoc network using directional antennas

R Qin, X Li - LISS 2021: Proceedings of the 11th International …, 2022 - Springer
One of the problem in distributed wireless ad hoc network is to design efficient neighbor
discovery mechanism. However, the parameter analysis of the directional neighbor …

Simulation of neighbor discovery algorithm in directional antenna ad hoc networks based on OPNET

L Mo, Z Liang - Journal of System Simulation, 2019 - dc-china-simulation …
Neighbor discovery problem in directional antenna Ad Hoc networks is studied. A Q-
Learning neighbor discovery algorithm is proposed, and a simulation model for directional …

An intelligent neighbor discovery algorithm for ad hoc networks with directional antennas

S Huang, M Li, L Zhao - Proceedings 2013 International …, 2013 - ieeexplore.ieee.org
The Q-Learning theory of the intelligent control mechanism is introduced into the Ad Hoc
networks with directional antennas for both transmission and reception in this paper and a Q …

Adaptive directional neighbor discovery schemes in wireless networks

B El Khamlichi, J El Abbadi, NW Rowe… - 2020 International …, 2020 - ieeexplore.ieee.org
The use of fully directional links in ad-hoc networks improves the overall network
performance but complicates the process of neighbor discovery. In most of the state-of-the …

Collision-aware neighbor discovery with directional antennas

B El Khamlichi, DHN Nguyen… - 2018 international …, 2018 - ieeexplore.ieee.org
The integration of directional antennas in ad-hoc networks offers tremendous potential for
improving the overall network performance. However, the use of directional antennas makes …

Practical asynchronous neighbor discovery in ad hoc networks with directional antennas

F Tian, B Liu, H Cai, H Zhou… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Neighbor discovery is a crucial step in the initialization of wireless ad hoc networks. When
directional antennas are used, this process becomes more challenging since two …