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Organization, scalability and routing have been identified as key problems hindering viability and commercial success of mobile ad hoc networks. Clustering of mobile nodes among separate domains has been proposed as an efficient approach to…

分布式、并行与集群计算 · 计算机科学 2011-09-20 Damianos Gavalas , Grammati Pantziou , Charalampos Konstantopoulos , Basilis Mamalis

Vehicular ad hoc network (VANET) is an integral part of vehicular communication. VANET suffers many problems such as scalability. To solve scalability and other problems of VANET, clustering is proposed. VANET clustering is different than…

网络与互联网体系结构 · 计算机科学 2021-01-28 Mohammad Mukhtaruzzaman , Mohammed Atiquzzaman

Vehicular Ad-hoc Network (VANET) has emerged as a promising solution for enhancing road safety. Routing of messages in VANET is challenging due to packet delays arising from high mobility of vehicles, frequently changing topology, and high…

网络与互联网体系结构 · 计算机科学 2018-05-31 Anirudh Paranjothi , Mohammad S. Khan , Mohammed Atiquzzaman

Clustering is a technique used in network routing to enhance the performance and conserve the network resources. This paper presents a cluster-based routing protocol for VANET utilizing a new addressing scheme in which each node gets an…

网络与互联网体系结构 · 计算机科学 2018-05-22 Saeid Pourroostaei Ardakani

Developing routing protocols for Vehicular Ad Hoc Networks (VANETs) is a significant challenge in these large, self- organized and distributed networks. We address this challenge by studying VANETs from a network science perspective to…

网络与互联网体系结构 · 计算机科学 2016-11-18 Romeu Monteiro , Susana Sargento , Wantanee Viriyasitavat , Ozan K. Tonguz

Urban transportation networks face significant challenges due to traffic congestion, leading to adverse environmental and socioeconomic impacts. Vehicular admission control (VAC) strategies have emerged as a promising solution to alleviate…

最优化与控制 · 数学 2026-01-15 Michalis Ramp , Andreas Kasis , Stelios Timotheou

As one key enabler of Intelligent Transportation System (ITS), Vehicular Ad Hoc Network (VANET) has received remarkable interest from academia and industry. The emerging vehicular applications and the exponential growing data have naturally…

信号处理 · 电气工程与系统科学 2019-08-20 Lei Liu , Chen Chen , Qingqi Pei , Sabita Maharjan , Yan Zhang

Among the current advanced driver assistance systems, Vehicle-to-Vehicle (V2V) technology has great potential to increase Vehicular Ad Hoc Network (VANET) performance in terms of security, energy efficiency, and comfortable driving. In…

网络与互联网体系结构 · 计算机科学 2021-02-02 Ghassan Samara

Vehicular Ad Hoc Networks (VANET) is a very promising research venue that can offers many useful and critical applications including the safety applications. Most of these applications require that each vehicle knows precisely its current…

网络与互联网体系结构 · 计算机科学 2012-05-09 Samir A. Elsagheer Mohamed , A. Nasr , Gufran Ahmad Ansari

Congestion on the roads is a key problem to deal with, which wastes valuable time.. Due to high mobility rate and relative speed link failure occur very often. VANET is used to tackle the problem of congestion, and make decisions well in…

网络与互联网体系结构 · 计算机科学 2016-05-12 Manoj M. Dongre , Narendra G. Bawane

Vehicular Ad hoc Network (VANET) is a special class of Mobile Ad hoc Network (MANET) where vehicles are considered as MANET nodes with wireless links. The key difference of VANET and MANET is the special mobility pattern and rapidly…

网络与互联网体系结构 · 计算机科学 2013-12-02 Hafez Moawad , Eman Shaaban , Zaki Taha Fayed

Clustering algorithms fundamentally group data points by characteristics to identify patterns. Over the past two decades, researchers have extended these methods to analyze trajectories of humans, animals, and vehicles, studying their…

机器学习 · 计算机科学 2025-12-17 Atieh Rahmani , Mansoor Davoodi , Justin M. Calabrese

Clustering algorithms have significantly improved along with Deep Neural Networks which provide effective representation of data. Existing methods are built upon deep autoencoder and self-training process that leverages the distribution of…

计算机视觉与模式识别 · 计算机科学 2021-09-17 Xin Ma , Won Hwa Kim

The evolving of Fifth Generation (5G) networks isbecoming more readily available as a major driver of the growthof new applications and business models. Vehicular Ad hocNetworks (VANETs) and Software Defined Networking (SDN)represent the…

网络与互联网体系结构 · 计算机科学 2019-05-22 Wafa Ben Jaballah , Mauro Conti , Chhagan Lal

In the last few years, the emerging network architecture paradigm of Software-Defined Networking (SDN), has become one of the most important technology to manage large scale networks such as Vehicular Ad-hoc Networks (VANETs). Recently,…

网络与互联网体系结构 · 计算机科学 2017-06-20 Ahmed Alioua , Sidi-Mohammed Senouci , Samira Moussaoui

This paper focuses on the routing algorithm for the communications between vehicles and places in urban VANET. As one of the basic transportation facilities in an urban setting, buses periodically run along their fixed routes and widely…

网络与互联网体系结构 · 计算机科学 2018-04-10 Gang Sun , Yijing Zhang , Dan Liao , Hongfang Yu , Xiaojiang Du , Mohsen Guizani

We present comparative analysis of MANET (Mobile Ad-Hoc Network) and VANET (Vehicular Ad-Hoc Network) routing protocols, in this paper. The analysis is based on various design factors. The traditional routing protocols of AODV (Ad hoc…

网络与互联网体系结构 · 计算机科学 2012-06-12 Preetida Vinayakray-Jani , Sugata Sanyal

Vehicular adhoc network or VANET is special types of adhoc network consists of moving cars referred to as nodes; provide a way to exchange any information between cars without depending on fixed infrastructure. For efficient communication…

网络与互联网体系结构 · 计算机科学 2012-04-06 Bijan Paul , Md. Ibrahim , Md. Abu Naser Bikas

Cooperative vehicle safety (CVS) systems operate based on broadcast of vehicle position and safety information to neighboring cars. The communication medium of CVS is a vehicular ad-hoc network. One of the main challenges in large scale…

网络与互联网体系结构 · 计算机科学 2012-06-05 Neda Nasiriani , Yaser P. Fallah , Hariharan Krishnan

Deep clustering (DC) has become the state-of-the-art for unsupervised clustering. In principle, DC represents a variety of unsupervised methods that jointly learn the underlying clusters and the latent representation directly from…

机器学习 · 计算机科学 2020-05-22 Lele Cao , Sahar Asadi , Wenfei Zhu , Christian Schmidli , Michael Sjöberg