2016 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob)最新文献

Analysis effect of discrete wavelet transform in multi carrier code division multiple access 离散小波变换在多载波码分多址中的效果分析

2016 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob) Pub Date : 2016-09-01 DOI: 10.1109/APWIMOB.2016.7811447

Julika Givary, R. P. Astuti, L. Novamizanti

引用次数: 3

Human tracking in certain indoor and outdoor area by combining the use of RFID and GPS 结合使用RFID和GPS，在一定的室内和室外区域进行人体跟踪

2016 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob) Pub Date : 2016-09-01 DOI: 10.1109/APWIMOB.2016.7811433

D. Hutabarat, Hendry Hendry, Jonathan Adiel Pranoto, Adi Kurniawan

引用次数: 18

Optimization of channel allocation in wireless body area networks by means of reinforcement learning 基于强化学习的无线体域网络信道分配优化

2016 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob) Pub Date : 2016-09-01 DOI: 10.1109/APWIMOB.2016.7811445

Tauseef Ahmed, Faisal Ahmed, Y. Le Moullec

{"title":"Optimization of channel allocation in wireless body area networks by means of reinforcement learning","authors":"Tauseef Ahmed, Faisal Ahmed, Y. Le Moullec","doi":"10.1109/APWIMOB.2016.7811445","DOIUrl":"https://doi.org/10.1109/APWIMOB.2016.7811445","url":null,"abstract":"We propose a novel algorithm for channel assignment in wireless body area networks. The proposed approach is based on the machine learning sub-domain known as reinforcement learning, and is named reinforcement learning — channel assignment algorithm (RL — CAA). RL — CAA interacts with the environment in an unsupervised way and selects the optimal frequency channel for the wireless sensor nodes. RL-CAA also takes into consideration the traffic load conditions and assigns the optimal number of channels to fulfill the minimum throughput requirement of the system. The algorithm is evaluated by means of a MATLAB simulator tool based on IEEE 802.15.6 specifications. It allows comparing our algorithm with classical static channel assignment algorithm. The proposed algorithm gives better error rate performance which is on average 30% better than static channel assignment. Since the error rate is reduced, the algorithm also proves better in terms of throughput by giving an average of 77.3 kbps over static channel assignment. Our proposed algorithm proves better in the terms of traffic load considerations and is more robust to the change in the load.","PeriodicalId":404990,"journal":{"name":"2016 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob)","volume":"131 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115466547","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 12

Performance evaluation of HTTP-CoAP proxy for wireless sensor and actuator networks 无线传感器和执行器网络中HTTP-CoAP代理的性能评估

2016 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob) Pub Date : 2016-09-01 DOI: 10.1109/APWIMOB.2016.7811451

Adika Bintang Sulaeman, F. A. Ekadiyanto, R. F. Sari

引用次数: 12

Enhancing spam detection on mobile phone Short Message Service (SMS) performance using FP-growth and Naive Bayes Classifier 利用FP-growth和朴素贝叶斯分类器增强手机短信服务(SMS)垃圾邮件检测性能

2016 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob) Pub Date : 2016-09-01 DOI: 10.1109/APWIMOB.2016.7811442

Dea Delvia Arifin, Shaufiah, M. Bijaksana

{"title":"Enhancing spam detection on mobile phone Short Message Service (SMS) performance using FP-growth and Naive Bayes Classifier","authors":"Dea Delvia Arifin, Shaufiah, M. Bijaksana","doi":"10.1109/APWIMOB.2016.7811442","DOIUrl":"https://doi.org/10.1109/APWIMOB.2016.7811442","url":null,"abstract":"SMS (Short Message Service) is still the primary choice as a communication medium even though nowadays mobile phone is growing with a variety of communication media messenger applications. However, nowadays along with the SMS tariff reduction leads to the increase of SMS spam, as used by some people as an alternative to advertise and fraud. Therefore, it becomes an important issue as it can bug and harm the users and one of its solution is with automatic SMS spam filtering. One of most challenging in SMS spam filtering is its accuracy. In this research we proposed to enhanced SMS spam filtering performance by combining two of data mining task association and classification. FP-growth in association is utilized for mining frequent pattern on SMS and Naive Bayes Classifier is used to classify whether SMS is spam or ham. Training data was using SMS spam collection from previous research. The result of using collaboration of Naive Bayes and FP-Growth performs the highest average accuracy of 98, 506% and 0,025% better than without using FP-Growth for dataset SMS Spam Collection v.1, and improves the precision score; thus, the classification result is more accurate.","PeriodicalId":404990,"journal":{"name":"2016 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117323281","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 39

Improving LTE throughput with iterative water-filling algorithm 利用迭代注水算法提高 LTE 吞吐量

2016 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob) Pub Date : 2016-09-01 DOI: 10.1109/APWIMOB.2016.7811437

B. D. Samekto, A. Muayyadi, I. Wahidah

{"title":"Improving LTE throughput with iterative water-filling algorithm","authors":"B. D. Samekto, A. Muayyadi, I. Wahidah","doi":"10.1109/APWIMOB.2016.7811437","DOIUrl":"https://doi.org/10.1109/APWIMOB.2016.7811437","url":null,"abstract":"The frequency spectrum is an expensive and limited resource while the massive demand of telecommunication services both of data and number of connection continue to raise. The ordinary network becomes denser to meet the growing needs of the services. It can be done by introducing more cells in the network, with lower coverage than the ones that already exist or simply by splitting the existing cell, to allows a better spatial reuse of the spectrum. However, the introduction of more cells also leads to high-interference between cells (low values of Signal to Interference and Noise Ratios (SINRs)). In order to maximize the use of spectrum, it is necessary to study that behaviour and help to mitigate the interference. The research presented here focus on the use of the iterative water-filling algorithm to improve network cell throughput in LTE network. In the context of spectrum management, iterative water-filling is a technique to adjust power as needed according to the conditions in the environment of interference. The results show that the proposed method can increase the overall cell throughput about 7.56% and average UE throughput 9.53%.","PeriodicalId":404990,"journal":{"name":"2016 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob)","volume":"85 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126236065","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Deploying information centric networking in LTE mobile networks 在LTE移动网络中部署以信息为中心的网络

2016 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob) Pub Date : 2016-09-01 DOI: 10.1109/APWIMOB.2016.7811432

Prakash Suthar, Milan Stolic

引用次数: 5

Performance analysis of a novel decentralised MAC protocol for cognitive radio networks 认知无线网络中一种新型去中心化MAC协议的性能分析

2016 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob) Pub Date : 2016-09-01 DOI: 10.1109/APWIMOB.2016.7811439

Wajdi Alhakami, Ali Mansour, G. A. Safdar

引用次数: 4

Implementation of stream cipher Salsa20 algorithm to secure voice on push to talk application 实现了流密码Salsa20算法，以确保语音推送通话应用的安全性

2016 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob) Pub Date : 2016-09-01 DOI: 10.1109/APWIMOB.2016.7811443

Diyana Afdhila, S. M. Nasution, Fairuz Azmi

引用次数: 13

User cooperation in a multi-hop network with multi-interface devices for energy efficiency 使用多接口设备的多跳网络中的用户协作以提高能效

2016 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob) Pub Date : 2016-09-01 DOI: 10.1109/APWIMOB.2016.7811450

R. Jayadi, Y. Lai

引用次数: 0