Pub Date : 1900-01-01DOI: 10.1109/COMSNETS.2017.7945454
Mohd Fazil, M. Abulaish
Twitter, a popular microblogging platform, facilitates users to express views and thoughts on any topic of discussion using short messaging texts limited to 140 characters. Due to its open and real-time information sharing and dissemination nature, it is abused by socialbots for political astroturfing, advertising, spamming, and other illicit activities. To this end, we injected an army of 98 socialbots associated to top six Twitter using countries to study socialbots’ infiltration behaviour. In this paper, we present a statistical insight derived through the analysis of the captured data by our socialbots. Socialbots’ profile features, such as age, gender, etc. and their behavioural impact on infiltration performance are studied and presented, wherein a user's following activity to a socialbot is considered as an infiltration. Experimental results and subsequent statistical analyses show that socialbots’ profiles belonging to India were the successful in duping highest number of users, whereas Indonesian socialbots were least infiltrative. Moreover, among various Twitter activities, following is found to be the most effective activity for infiltrating a user. Among the intruded users, trace of the presence of botnets, spammers, and other malicious users have also been observed and presented in this paper.
{"title":"Why a socialbot is effective in Twitter? A statistical insight","authors":"Mohd Fazil, M. Abulaish","doi":"10.1109/COMSNETS.2017.7945454","DOIUrl":"https://doi.org/10.1109/COMSNETS.2017.7945454","url":null,"abstract":"Twitter, a popular microblogging platform, facilitates users to express views and thoughts on any topic of discussion using short messaging texts limited to 140 characters. Due to its open and real-time information sharing and dissemination nature, it is abused by socialbots for political astroturfing, advertising, spamming, and other illicit activities. To this end, we injected an army of 98 socialbots associated to top six Twitter using countries to study socialbots’ infiltration behaviour. In this paper, we present a statistical insight derived through the analysis of the captured data by our socialbots. Socialbots’ profile features, such as age, gender, etc. and their behavioural impact on infiltration performance are studied and presented, wherein a user's following activity to a socialbot is considered as an infiltration. Experimental results and subsequent statistical analyses show that socialbots’ profiles belonging to India were the successful in duping highest number of users, whereas Indonesian socialbots were least infiltrative. Moreover, among various Twitter activities, following is found to be the most effective activity for infiltrating a user. Among the intruded users, trace of the presence of botnets, spammers, and other malicious users have also been observed and presented in this paper.","PeriodicalId":168357,"journal":{"name":"2017 9th International Conference on Communication Systems and Networks (COMSNETS)","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124674634","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}
Pub Date : 1900-01-01DOI: 10.1109/COMSNETS.2017.7945429
S. Maity, Soumik Dalal, Sayan Ranu, L. Vanajakshi
Global Positioning System (GPS) has found its application in the field of Intelligent Transportation Systems (ITS) in fleet management, prediction of arrival of public transport vehicles, route identification, route navigation, and many other location based services. Map matching algorithms integrate the positioning data received from the GPS, with digital road networks on existing maps. This includes minimizing the error in locating the vehicle on a route, identifying the correct road segment and locating the vehicle's correct position on the road network. This paper presents a weight based map matching algorithm, which can be applied in real-time, for complex urban road networks. The parameters considered in the evaluation of the candidate segments are distance, direction difference and connectivity with the previously identified segment. A comparison between these parameters for the two best road segments was analyzed to identify probable cases of ambiguity in selection of the best segment and a solution to overcome wrong assignments was included in the algorithm. The most noticeable feature about this algorithm is the high accuracy of 96.55% for segment assignment using minimum input variables of latitude and longitude of the vehicles.
{"title":"A weight-based map matching algorithm using minimum input variables for urban road networks","authors":"S. Maity, Soumik Dalal, Sayan Ranu, L. Vanajakshi","doi":"10.1109/COMSNETS.2017.7945429","DOIUrl":"https://doi.org/10.1109/COMSNETS.2017.7945429","url":null,"abstract":"Global Positioning System (GPS) has found its application in the field of Intelligent Transportation Systems (ITS) in fleet management, prediction of arrival of public transport vehicles, route identification, route navigation, and many other location based services. Map matching algorithms integrate the positioning data received from the GPS, with digital road networks on existing maps. This includes minimizing the error in locating the vehicle on a route, identifying the correct road segment and locating the vehicle's correct position on the road network. This paper presents a weight based map matching algorithm, which can be applied in real-time, for complex urban road networks. The parameters considered in the evaluation of the candidate segments are distance, direction difference and connectivity with the previously identified segment. A comparison between these parameters for the two best road segments was analyzed to identify probable cases of ambiguity in selection of the best segment and a solution to overcome wrong assignments was included in the algorithm. The most noticeable feature about this algorithm is the high accuracy of 96.55% for segment assignment using minimum input variables of latitude and longitude of the vehicles.","PeriodicalId":168357,"journal":{"name":"2017 9th International Conference on Communication Systems and Networks (COMSNETS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130266959","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}
Pub Date : 1900-01-01DOI: 10.1109/COMSNETS.2017.7945433
Arpita Bajpai, B. Choudhury, S. Choudhury
We propose an analytical framework for service oriented computing in Internet of Thing scenarios to derive an optimal performance from an elastic extensible cloud that can serve a request from access, edge and core network. If the number of replicas at different levels (access networks, edge networks and core networks) are maintained according to the values derived from our analysis, then the drop rate and resource utilisation improves significantly without compromising the QoS constraints of the service requests. Under this design, the service consumers devices receive the services from the nearest level of replica(if any) at minimal level of cost which is the most rational form of expectation.
{"title":"An adaptive and elastic cloud based framework for service oriented computing in Internet of Things","authors":"Arpita Bajpai, B. Choudhury, S. Choudhury","doi":"10.1109/COMSNETS.2017.7945433","DOIUrl":"https://doi.org/10.1109/COMSNETS.2017.7945433","url":null,"abstract":"We propose an analytical framework for service oriented computing in Internet of Thing scenarios to derive an optimal performance from an elastic extensible cloud that can serve a request from access, edge and core network. If the number of replicas at different levels (access networks, edge networks and core networks) are maintained according to the values derived from our analysis, then the drop rate and resource utilisation improves significantly without compromising the QoS constraints of the service requests. Under this design, the service consumers devices receive the services from the nearest level of replica(if any) at minimal level of cost which is the most rational form of expectation.","PeriodicalId":168357,"journal":{"name":"2017 9th International Conference on Communication Systems and Networks (COMSNETS)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128877132","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}
Pub Date : 1900-01-01DOI: 10.1109/COMSNETS.2017.7945399
S. Yasodharan, V. Sukumaran, C. Singh
We study stability and average delay in single-source single-destination delay tolerant networks with random message arrivals. In particular, we analyze source spray-and-wait routing protocol without feedback. We obtain conditions on arrival rate under which the source queue is stable. We show that the maximum supported arrival rate is linearly proportional to the number of relays and inversely proportional to the spray-and-wait parameter. Further, we obtain an approximate expression for the average queueing delay. We show that it increases with the spray-and-wait parameter. Through simulations, we show that the average delivery delay and average end-to-end delay first decreases and then increases with the spray-and-wait parameter. We also validate our analytical findings through simulations.
{"title":"Stability and delay analysis of delay tolerant networks with random message arrivals","authors":"S. Yasodharan, V. Sukumaran, C. Singh","doi":"10.1109/COMSNETS.2017.7945399","DOIUrl":"https://doi.org/10.1109/COMSNETS.2017.7945399","url":null,"abstract":"We study stability and average delay in single-source single-destination delay tolerant networks with random message arrivals. In particular, we analyze source spray-and-wait routing protocol without feedback. We obtain conditions on arrival rate under which the source queue is stable. We show that the maximum supported arrival rate is linearly proportional to the number of relays and inversely proportional to the spray-and-wait parameter. Further, we obtain an approximate expression for the average queueing delay. We show that it increases with the spray-and-wait parameter. Through simulations, we show that the average delivery delay and average end-to-end delay first decreases and then increases with the spray-and-wait parameter. We also validate our analytical findings through simulations.","PeriodicalId":168357,"journal":{"name":"2017 9th International Conference on Communication Systems and Networks (COMSNETS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116732958","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}
Pub Date : 1900-01-01DOI: 10.1109/COMSNETS.2017.7945459
Rohit Verma
Bus transports in the cities of many developing countries are marred with severe problems, like information unavailability, bad road and bus conditions, lack of proper scheduling and timing, and so on. An information service can become extremely handy for the travelers in countries with emerging economy, where public traffic systems are generally riddled with uncertainty. We have developed CrowdMap an intelligent data logging module for smart-phones and a server side processing mechanism to extract road and bus route information, and to annotate them over the city map.
{"title":"CrowdMap: Crowdsourcing based city traffic map generation","authors":"Rohit Verma","doi":"10.1109/COMSNETS.2017.7945459","DOIUrl":"https://doi.org/10.1109/COMSNETS.2017.7945459","url":null,"abstract":"Bus transports in the cities of many developing countries are marred with severe problems, like information unavailability, bad road and bus conditions, lack of proper scheduling and timing, and so on. An information service can become extremely handy for the travelers in countries with emerging economy, where public traffic systems are generally riddled with uncertainty. We have developed CrowdMap an intelligent data logging module for smart-phones and a server side processing mechanism to extract road and bus route information, and to annotate them over the city map.","PeriodicalId":168357,"journal":{"name":"2017 9th International Conference on Communication Systems and Networks (COMSNETS)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127707991","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}
Pub Date : 1900-01-01DOI: 10.1109/COMSNETS.2017.7945413
S. Kumar, V. Sathya, Sreenath Ramanath
Base Stations (BSs) in LTE networks face heavy traffic demand from User Equipments (UEs) for voice, online gaming, video calls, file transfers, etc., We consider a LTE Device-to-device (D2D) network where LTE UEs have primary access to the spectrum and D2D pairs have secondary access. In order to offload traffic from BS and to enhance spectral efficiency, operators can activate multiple D2D pairs within the serving BS coverage area, by reusing the same radio resources across the primary LTE UEs and different D2D pairs. However the reuse of spectrum by D2D pairs may not be sufficient to offload the entire user traffic demand in the LTE cellular network. In this context, we propose to enable more D2D secondary users in the serving cell, by utilizing neighboring BS spectrum to fairly co-exist with neighboring LTE primary users.
{"title":"Enhancing spectral efficiency in LTE-D2D networks","authors":"S. Kumar, V. Sathya, Sreenath Ramanath","doi":"10.1109/COMSNETS.2017.7945413","DOIUrl":"https://doi.org/10.1109/COMSNETS.2017.7945413","url":null,"abstract":"Base Stations (BSs) in LTE networks face heavy traffic demand from User Equipments (UEs) for voice, online gaming, video calls, file transfers, etc., We consider a LTE Device-to-device (D2D) network where LTE UEs have primary access to the spectrum and D2D pairs have secondary access. In order to offload traffic from BS and to enhance spectral efficiency, operators can activate multiple D2D pairs within the serving BS coverage area, by reusing the same radio resources across the primary LTE UEs and different D2D pairs. However the reuse of spectrum by D2D pairs may not be sufficient to offload the entire user traffic demand in the LTE cellular network. In this context, we propose to enable more D2D secondary users in the serving cell, by utilizing neighboring BS spectrum to fairly co-exist with neighboring LTE primary users.","PeriodicalId":168357,"journal":{"name":"2017 9th International Conference on Communication Systems and Networks (COMSNETS)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125435291","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}
Pub Date : 1900-01-01DOI: 10.1109/COMSNETS.2017.7945447
Safikureshi Mondal, N. Mukherjee
Information and Communication Technologies (ICT) provides access to sources of knowledge or health information through technologies like Internet, wireless network, mobile phones etc. Primary healthcare delivery based on mobile devices can achieve the goal of “health for all” and meet the requirements for people's basic health through a comprehensive approach. This paper proposes a framework for ICT based primary healthcare delivery from remote places particularly for regular supervision for neonatal care of pregnant woman to assist diagnosis of diseases of children, and immunization of children. These three main common primary healthcare services may address the problem of highest mortality rate according to National Rural Health Mission (NHRM). However, a lot of challenges are faced to implement these services. The workflow or activity diagrams are shown for the implementation of diagnosis assistance and neonatal care of pregnant woman and immunization of children.
{"title":"A framework for ICT-based primary healthcare delivery for children","authors":"Safikureshi Mondal, N. Mukherjee","doi":"10.1109/COMSNETS.2017.7945447","DOIUrl":"https://doi.org/10.1109/COMSNETS.2017.7945447","url":null,"abstract":"Information and Communication Technologies (ICT) provides access to sources of knowledge or health information through technologies like Internet, wireless network, mobile phones etc. Primary healthcare delivery based on mobile devices can achieve the goal of “health for all” and meet the requirements for people's basic health through a comprehensive approach. This paper proposes a framework for ICT based primary healthcare delivery from remote places particularly for regular supervision for neonatal care of pregnant woman to assist diagnosis of diseases of children, and immunization of children. These three main common primary healthcare services may address the problem of highest mortality rate according to National Rural Health Mission (NHRM). However, a lot of challenges are faced to implement these services. The workflow or activity diagrams are shown for the implementation of diagnosis assistance and neonatal care of pregnant woman and immunization of children.","PeriodicalId":168357,"journal":{"name":"2017 9th International Conference on Communication Systems and Networks (COMSNETS)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131957829","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}
Pub Date : 1900-01-01DOI: 10.1109/COMSNETS.2017.7945391
P. Priyesh, Subrat Kart Bharti
Energy consumption of Sensor Nodes is an important issue in Wireless Sensor Network design. Since most of the nodes are minuscule battery operated, increased energy consumption will lead to reduced life time of nodes. One of the mechanism used in WSN for reducing energy consumption is the Transmission Power Control. Transmitting at a constant / highest power level leads to energy wastage and also increases the chances of interference in the network. Hence, by controlling the transmission power, energy can be conserved. In this paper we implement a dynamic transmission power control scheme using PID feedback mechanism. We control the RSSI and LQI using PID mechanism with an aim of reducing the energy consumption without compromising link quality. Performance has been evaluated based on both simulation and experimental results. In addition, we compare it with the well known Adaptive Transmission Power Control Algorithm (ATPC).
{"title":"Dynamic transmission power control in wireless sensor networks using P-I-D feedback control technique","authors":"P. Priyesh, Subrat Kart Bharti","doi":"10.1109/COMSNETS.2017.7945391","DOIUrl":"https://doi.org/10.1109/COMSNETS.2017.7945391","url":null,"abstract":"Energy consumption of Sensor Nodes is an important issue in Wireless Sensor Network design. Since most of the nodes are minuscule battery operated, increased energy consumption will lead to reduced life time of nodes. One of the mechanism used in WSN for reducing energy consumption is the Transmission Power Control. Transmitting at a constant / highest power level leads to energy wastage and also increases the chances of interference in the network. Hence, by controlling the transmission power, energy can be conserved. In this paper we implement a dynamic transmission power control scheme using PID feedback mechanism. We control the RSSI and LQI using PID mechanism with an aim of reducing the energy consumption without compromising link quality. Performance has been evaluated based on both simulation and experimental results. In addition, we compare it with the well known Adaptive Transmission Power Control Algorithm (ATPC).","PeriodicalId":168357,"journal":{"name":"2017 9th International Conference on Communication Systems and Networks (COMSNETS)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115376936","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}
Pub Date : 1900-01-01DOI: 10.1109/COMSNETS.2017.7945439
P. K. Sharma, B. Poddar, Soumyo Dey, S. Nandi, T. De, M. Saha, Sandip Mondal, Sujoy Saha
In present scenario of the world, environmental pollution is one of the leading challenges. Most often the educational institutes and organizations in developing countries suffer from polluted environment due to overcrowded rooms, improper planning and poor infrastructure. Students/faculties in a classroom could suffer from health issues due to prolonged exposure to such environment. On an average a student/faculty is exposed to such environment for eight hours per day. A student/faculty could undergo physical as well as cognitive hazards. This paper tends to detect the duration for which a classroom environment can be considered healthy for a given number of students. We built an Air Quality Monitoring Unit using low cost gas sensors which could compare the air contamination level of the environment with specified standards to detect when the environment tends to get uncomfortable for students/faculties. This in turn could result in reduced absentees and improved performance of students/faculties. Some useful results came to our observation such as, in a class of 30 students the concentration level of CO2 increases about 28.14% as compared to empty classroom whereas in a class of 40 students in the same classroom it increases about 55.33% in a duration of 2 hours.
{"title":"On detecting acceptable air contamination in classrooms using low cost sensors","authors":"P. K. Sharma, B. Poddar, Soumyo Dey, S. Nandi, T. De, M. Saha, Sandip Mondal, Sujoy Saha","doi":"10.1109/COMSNETS.2017.7945439","DOIUrl":"https://doi.org/10.1109/COMSNETS.2017.7945439","url":null,"abstract":"In present scenario of the world, environmental pollution is one of the leading challenges. Most often the educational institutes and organizations in developing countries suffer from polluted environment due to overcrowded rooms, improper planning and poor infrastructure. Students/faculties in a classroom could suffer from health issues due to prolonged exposure to such environment. On an average a student/faculty is exposed to such environment for eight hours per day. A student/faculty could undergo physical as well as cognitive hazards. This paper tends to detect the duration for which a classroom environment can be considered healthy for a given number of students. We built an Air Quality Monitoring Unit using low cost gas sensors which could compare the air contamination level of the environment with specified standards to detect when the environment tends to get uncomfortable for students/faculties. This in turn could result in reduced absentees and improved performance of students/faculties. Some useful results came to our observation such as, in a class of 30 students the concentration level of CO2 increases about 28.14% as compared to empty classroom whereas in a class of 40 students in the same classroom it increases about 55.33% in a duration of 2 hours.","PeriodicalId":168357,"journal":{"name":"2017 9th International Conference on Communication Systems and Networks (COMSNETS)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117021726","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}
Pub Date : 1900-01-01DOI: 10.1109/COMSNETS.2017.7945408
O. Pandey, Akshay Mahajan, R. Hegde
Small world characteristics (SWC) have been observed and studied in a wide range of disciplines such as social, biological, electrical and computer networks. However, the significance of SWC in wireless sensor network (WSN) applications has hitherto not been investigated. This work investigates the significance of introducing SWC in a conventional WSN for improving the accuracy of WSN node localization. In this context, nodes with large radio range are utilized to introduce SWC into a conventional WSN. Subsequently, a cooperative node localization method over the small world WSN using multidimensional scaling is developed. The proposed method yields improved localization performance when compared to node localization over conventional WSN.
{"title":"Cooperative localization in small world wireless sensor networks","authors":"O. Pandey, Akshay Mahajan, R. Hegde","doi":"10.1109/COMSNETS.2017.7945408","DOIUrl":"https://doi.org/10.1109/COMSNETS.2017.7945408","url":null,"abstract":"Small world characteristics (SWC) have been observed and studied in a wide range of disciplines such as social, biological, electrical and computer networks. However, the significance of SWC in wireless sensor network (WSN) applications has hitherto not been investigated. This work investigates the significance of introducing SWC in a conventional WSN for improving the accuracy of WSN node localization. In this context, nodes with large radio range are utilized to introduce SWC into a conventional WSN. Subsequently, a cooperative node localization method over the small world WSN using multidimensional scaling is developed. The proposed method yields improved localization performance when compared to node localization over conventional WSN.","PeriodicalId":168357,"journal":{"name":"2017 9th International Conference on Communication Systems and Networks (COMSNETS)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116782760","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}
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