Pub Date : 2011-11-01DOI: 10.1109/ICIMU.2011.6122752
A. Abdelouahab, Bechir Gattoufi, A. Al-Badi
QoS is an integral component of any networking system, particularly, with the current and future great diversity of the users' applications and their manifold requirements. It is believed that the IP layer may not be the convergence layer with respect to QoS. In this paper a new QoS mechanism is introduced for Optical Burst Switching (OBS) networks that support Staged Reservation Scheme (SRS). For the new QoS mechanisms to be realizable and efficient in the optical burst-switched networks, the simplicity principle was one of the most important design considerations.
{"title":"QOS provisioning in optical burst-switched networks","authors":"A. Abdelouahab, Bechir Gattoufi, A. Al-Badi","doi":"10.1109/ICIMU.2011.6122752","DOIUrl":"https://doi.org/10.1109/ICIMU.2011.6122752","url":null,"abstract":"QoS is an integral component of any networking system, particularly, with the current and future great diversity of the users' applications and their manifold requirements. It is believed that the IP layer may not be the convergence layer with respect to QoS. In this paper a new QoS mechanism is introduced for Optical Burst Switching (OBS) networks that support Staged Reservation Scheme (SRS). For the new QoS mechanisms to be realizable and efficient in the optical burst-switched networks, the simplicity principle was one of the most important design considerations.","PeriodicalId":102808,"journal":{"name":"ICIMU 2011 : Proceedings of the 5th international Conference on Information Technology & Multimedia","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129163628","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 : 2011-11-01DOI: 10.1109/ICIMU.2011.6122765
Elham Nosrati, A. Kashi, Yashar Darabian, S. M. H. Tonekaboni
IP Multimedia Subsystems (IMS) is the core of Next Generation Network (NGN) which provides high quality combination of different multimedia services. Although IMS open core architecture has made it an easy access network for clients, it has result in some security weaknesses and vulnerabilities, by which attacks and threats try to enter network. Denial of service attacks (DoS), prevent legitimate users from using services by overloading network resources. These attacks are usually based on sending flooding packets by spoofed IP addresses and are called Distributed Denial of Service (DDoS), these attacks can be generated through REGISTER messages that are followed by heavy weighted process of registration in Call Session Control Function (CSCF) entities. In this paper an adaptive CUSUM algorithm is proposed which can differ peak time traffic from attack traffic and detect flooding attacks with low values of False Alarm Rates (FAR) and of Detection Delays (DD) and Detection Time (DT).
IP多媒体子系统(IMS)是下一代网络(NGN)的核心，能够提供不同多媒体业务的高质量组合。尽管IMS开放核心体系结构使其成为客户端易于访问的网络，但它也导致了一些安全弱点和漏洞，攻击和威胁试图通过这些弱点和漏洞进入网络。拒绝服务攻击(DoS)通过使网络资源过载，阻止合法用户使用服务。这些攻击通常基于欺骗IP地址发送洪水报文，称为分布式拒绝服务攻击(DDoS)，这些攻击可以通过注册消息产生，然后在CSCF (Call Session Control Function)实体中进行重加权注册过程。本文提出了一种自适应CUSUM算法，该算法能区分峰值流量和攻击流量，并能以较低的虚警率(FAR)、检测延迟(DD)和检测时间(DT)值检测洪水式攻击。
{"title":"Register flooding attacks detection in IP multimedia subsystems by using adaptive z-score CUSUM algorithm","authors":"Elham Nosrati, A. Kashi, Yashar Darabian, S. M. H. Tonekaboni","doi":"10.1109/ICIMU.2011.6122765","DOIUrl":"https://doi.org/10.1109/ICIMU.2011.6122765","url":null,"abstract":"IP Multimedia Subsystems (IMS) is the core of Next Generation Network (NGN) which provides high quality combination of different multimedia services. Although IMS open core architecture has made it an easy access network for clients, it has result in some security weaknesses and vulnerabilities, by which attacks and threats try to enter network. Denial of service attacks (DoS), prevent legitimate users from using services by overloading network resources. These attacks are usually based on sending flooding packets by spoofed IP addresses and are called Distributed Denial of Service (DDoS), these attacks can be generated through REGISTER messages that are followed by heavy weighted process of registration in Call Session Control Function (CSCF) entities. In this paper an adaptive CUSUM algorithm is proposed which can differ peak time traffic from attack traffic and detect flooding attacks with low values of False Alarm Rates (FAR) and of Detection Delays (DD) and Detection Time (DT).","PeriodicalId":102808,"journal":{"name":"ICIMU 2011 : Proceedings of the 5th international Conference on Information Technology & Multimedia","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131048157","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 : 2011-11-01DOI: 10.1109/ICIMU.2011.6122748
M. M. S. Marwangi, N. Fisal, S. Yusof, R. Rashid, A. S. Ghafar, F. A. Saparudin, N. Katiran
Self-organizing network/s (SON) was promoted by the Third Generation Partnership Project (3GPP) and Next Generation Mobile Networks (NGMN). SON has been introduced since in 3GPP Release-8, Release-9 and currently included in Release-10 framework as an excellent solution that promises improvements and market potential for future wireless networks. The purpose of this paper is to provide an overview on SON in advanced wireless networks such as Long Term Evolution (LTE) and LTE-Advanced systems. Although SON promises several advantages for both network operators and users, there are still challenges in implementing SON network in reality. Therefore, this paper addresses those possible challenges, discusses about SON implementation in inter-cell interference of cross-tier networks and provides future trends of the research area.
{"title":"Challenges and practical implementation of self-organizing networks in LTE/LTE-Advanced systems","authors":"M. M. S. Marwangi, N. Fisal, S. Yusof, R. Rashid, A. S. Ghafar, F. A. Saparudin, N. Katiran","doi":"10.1109/ICIMU.2011.6122748","DOIUrl":"https://doi.org/10.1109/ICIMU.2011.6122748","url":null,"abstract":"Self-organizing network/s (SON) was promoted by the Third Generation Partnership Project (3GPP) and Next Generation Mobile Networks (NGMN). SON has been introduced since in 3GPP Release-8, Release-9 and currently included in Release-10 framework as an excellent solution that promises improvements and market potential for future wireless networks. The purpose of this paper is to provide an overview on SON in advanced wireless networks such as Long Term Evolution (LTE) and LTE-Advanced systems. Although SON promises several advantages for both network operators and users, there are still challenges in implementing SON network in reality. Therefore, this paper addresses those possible challenges, discusses about SON implementation in inter-cell interference of cross-tier networks and provides future trends of the research area.","PeriodicalId":102808,"journal":{"name":"ICIMU 2011 : Proceedings of the 5th international Conference on Information Technology & Multimedia","volume":"263 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132425760","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 : 2011-11-01DOI: 10.1109/ICIMU.2011.6122738
Roziyah Darus, H. Ibrahim, M. Othman, Lilly Suryani Affendey
In mobile environment, pre-fetching is used to prevent network congestion, delays and latency problems during disconnection. Lately, the pre-fetching strategies become more complicated in which to support new types of application especially in wireless environments. Due to this complication, new method is introduced where it requires data mining technique to improve the pre-fetching process. Previously, the pre-fetched data item is filtered using an data driven measurement for data interestingness and the data generated are based on the structure of a query pattern and quantified using statistical methods. The measurement is not good enough to solve the rule quality problems as in predicting next query in mobile environment. In this paper, a new measurement method is proposed to generate new criterion of prefetched data items before sending to mobile users. This method is improved by introducing user driven measurement for user interestingness where it will consider the subjectivity and the understandability of the users.
{"title":"User interestingness for pre-fetching in mobile environment","authors":"Roziyah Darus, H. Ibrahim, M. Othman, Lilly Suryani Affendey","doi":"10.1109/ICIMU.2011.6122738","DOIUrl":"https://doi.org/10.1109/ICIMU.2011.6122738","url":null,"abstract":"In mobile environment, pre-fetching is used to prevent network congestion, delays and latency problems during disconnection. Lately, the pre-fetching strategies become more complicated in which to support new types of application especially in wireless environments. Due to this complication, new method is introduced where it requires data mining technique to improve the pre-fetching process. Previously, the pre-fetched data item is filtered using an data driven measurement for data interestingness and the data generated are based on the structure of a query pattern and quantified using statistical methods. The measurement is not good enough to solve the rule quality problems as in predicting next query in mobile environment. In this paper, a new measurement method is proposed to generate new criterion of prefetched data items before sending to mobile users. This method is improved by introducing user driven measurement for user interestingness where it will consider the subjectivity and the understandability of the users.","PeriodicalId":102808,"journal":{"name":"ICIMU 2011 : Proceedings of the 5th international Conference on Information Technology & Multimedia","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131160932","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 : 2011-11-01DOI: 10.1109/ICIMU.2011.6122774
M. F. Tuysuz, H. A. Mantar
IEEE 802.11 WLANs have reached an important stage and have become a common technology for wireless access due to its low cost, ease of deployment and mobility support. However, IEEE 802.11 standard cannot support desired Quality of Service (QoS) for delay-sensitive multimedia applications. Therefore, IEEE 802.11e standard which aims to support QoS by providing different priorities to different types of frames was specified in 2005. However, there are still unsolved performance issues such as optimization of throughput, limiting the delay and packet loss ratio. In this paper, we first present a local estimation method of node quantity and channel density to let the mobile nodes change their parameters according to the channel conditions. Then, we propose a QoS adaptation for delay-sensitive VoIP applications. Proposed algorithm only uses its local information and can be easily implemented without any changes on the current IEEE 802.11e standard. Simulation results show better voice quality and higher overall throughput than the standard IEEE 802.11e.
IEEE 802.11 wlan由于其低成本、易于部署和移动性支持，已经达到了一个重要的阶段，并已成为一种通用的无线接入技术。但是，对于延迟敏感型多媒体应用，IEEE 802.11标准不能支持期望的QoS (Quality of Service)。因此，IEEE 802.11e标准于2005年被指定，该标准旨在通过为不同类型的帧提供不同的优先级来支持QoS。但是，在吞吐量优化、时延限制、丢包率等性能问题上仍存在一些未解决的问题。本文首先提出了一种局部估计节点数量和信道密度的方法，使移动节点根据信道条件改变其参数。然后，针对延迟敏感型VoIP应用，提出了一种QoS适配方案。该算法仅利用其本地信息，无需对现行IEEE 802.11e标准进行任何更改即可轻松实现。仿真结果表明，与标准IEEE 802.11e相比，该协议具有更好的语音质量和更高的总体吞吐量。
{"title":"A local estimation of node quantity and channel density for VoIP applications over IEEE 802.11e WLANs","authors":"M. F. Tuysuz, H. A. Mantar","doi":"10.1109/ICIMU.2011.6122774","DOIUrl":"https://doi.org/10.1109/ICIMU.2011.6122774","url":null,"abstract":"IEEE 802.11 WLANs have reached an important stage and have become a common technology for wireless access due to its low cost, ease of deployment and mobility support. However, IEEE 802.11 standard cannot support desired Quality of Service (QoS) for delay-sensitive multimedia applications. Therefore, IEEE 802.11e standard which aims to support QoS by providing different priorities to different types of frames was specified in 2005. However, there are still unsolved performance issues such as optimization of throughput, limiting the delay and packet loss ratio. In this paper, we first present a local estimation method of node quantity and channel density to let the mobile nodes change their parameters according to the channel conditions. Then, we propose a QoS adaptation for delay-sensitive VoIP applications. Proposed algorithm only uses its local information and can be easily implemented without any changes on the current IEEE 802.11e standard. Simulation results show better voice quality and higher overall throughput than the standard IEEE 802.11e.","PeriodicalId":102808,"journal":{"name":"ICIMU 2011 : Proceedings of the 5th international Conference on Information Technology & Multimedia","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131418406","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}
The problem of compressing small messages has become very important in today's world as there is a shift towards a global mobile environment. The mobile world is characterized by lot of critical resources one of them being bandwidth. Saving in bandwidth directly counts as saving in cost. Compression of on-the-fly data is by far the most commonly used method to reduce the amount of data being sent. In this paper we propose a novel encoding scheme for small text messages. We have developed this encoding scheme using English as a reference language. We have compared our algorithm to current compression methods which are superior when performed on large texts but do not work well for small messages. We found that our algorithm compresses data by at least 20% better than other methods.
{"title":"English text compression for small messages","authors":"Abhishek Kumar, Syed Mushtaq Ahmed, Vipin Kumar Duleb","doi":"10.1109/ICIMU.2011.6122737","DOIUrl":"https://doi.org/10.1109/ICIMU.2011.6122737","url":null,"abstract":"The problem of compressing small messages has become very important in today's world as there is a shift towards a global mobile environment. The mobile world is characterized by lot of critical resources one of them being bandwidth. Saving in bandwidth directly counts as saving in cost. Compression of on-the-fly data is by far the most commonly used method to reduce the amount of data being sent. In this paper we propose a novel encoding scheme for small text messages. We have developed this encoding scheme using English as a reference language. We have compared our algorithm to current compression methods which are superior when performed on large texts but do not work well for small messages. We found that our algorithm compresses data by at least 20% better than other methods.","PeriodicalId":102808,"journal":{"name":"ICIMU 2011 : Proceedings of the 5th international Conference on Information Technology & Multimedia","volume":"2014 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125689576","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 : 2011-11-01DOI: 10.1109/ICIMU.2011.6122776
M. Shakiba, A. Zavvari, E. Sundararajan
Radio Frequency Identification (RFID) system is a new communication technology to identify the objects using electromagnetic waves. The main superiority of RFID systems in comparison with other identification systems, such as barcodes, is its ability in simultaneous identification process, but when more than one tag wants to communicate with the reader, collision problem occurs and wastes time and increases energy consumption. This reduces efficiency of the identification process in RFID systems. Collision problem happens when the reader has to identify more than one tag at the same time. Consequently, it is essential to develop an efficient anti-collision algorithm to save the time and energy and increase the performance of the system. In this paper, after investigating the previous works on ALOHA-based anti-collision algorithms, a new anti-collision algorithm is presented to improve the DFSA ALOHA-based anti-collision algorithms. Evaluation of the ALOHA-based algorithms and simulation of the results illustrate that presented work recognizes the tags more efficiently by reducing the number of time slots.
{"title":"Fitted dynamic framed slotted ALOHA anti-collision algorithm in RFID systems","authors":"M. Shakiba, A. Zavvari, E. Sundararajan","doi":"10.1109/ICIMU.2011.6122776","DOIUrl":"https://doi.org/10.1109/ICIMU.2011.6122776","url":null,"abstract":"Radio Frequency Identification (RFID) system is a new communication technology to identify the objects using electromagnetic waves. The main superiority of RFID systems in comparison with other identification systems, such as barcodes, is its ability in simultaneous identification process, but when more than one tag wants to communicate with the reader, collision problem occurs and wastes time and increases energy consumption. This reduces efficiency of the identification process in RFID systems. Collision problem happens when the reader has to identify more than one tag at the same time. Consequently, it is essential to develop an efficient anti-collision algorithm to save the time and energy and increase the performance of the system. In this paper, after investigating the previous works on ALOHA-based anti-collision algorithms, a new anti-collision algorithm is presented to improve the DFSA ALOHA-based anti-collision algorithms. Evaluation of the ALOHA-based algorithms and simulation of the results illustrate that presented work recognizes the tags more efficiently by reducing the number of time slots.","PeriodicalId":102808,"journal":{"name":"ICIMU 2011 : Proceedings of the 5th international Conference on Information Technology & Multimedia","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133047335","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 : 2011-11-01DOI: 10.1109/ICIMU.2011.6122718
Nur Atiqah Bt Mohamed Farid, M. S. Ahmad
In 2007, Universiti Tenaga Nasional (UNITEN) was established as one of the first private universities in Malaysia that provides quality and excellent services in education (teaching and learning), research, and consultancy. Along with the establishment, the UNITEN Training and Consultancy (UTC) Unit was instituted as a channel for UNITEN lecturers in extending their skills to the external parties relating to consultancy, training, and short courses. However, there exists no platform for the knowledge created out of these jobs to be shared with other lecturers. This paper proposes the development of a conceptual knowledge management framework as a new consultancy service framework encompassing both internal UNITEN processes and its clients.
{"title":"A conceptual knowledge management framework in consultancy services","authors":"Nur Atiqah Bt Mohamed Farid, M. S. Ahmad","doi":"10.1109/ICIMU.2011.6122718","DOIUrl":"https://doi.org/10.1109/ICIMU.2011.6122718","url":null,"abstract":"In 2007, Universiti Tenaga Nasional (UNITEN) was established as one of the first private universities in Malaysia that provides quality and excellent services in education (teaching and learning), research, and consultancy. Along with the establishment, the UNITEN Training and Consultancy (UTC) Unit was instituted as a channel for UNITEN lecturers in extending their skills to the external parties relating to consultancy, training, and short courses. However, there exists no platform for the knowledge created out of these jobs to be shared with other lecturers. This paper proposes the development of a conceptual knowledge management framework as a new consultancy service framework encompassing both internal UNITEN processes and its clients.","PeriodicalId":102808,"journal":{"name":"ICIMU 2011 : Proceedings of the 5th international Conference on Information Technology & Multimedia","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121599669","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 : 2011-11-01DOI: 10.1109/ICIMU.2011.6122749
A. Joshi, D. Saini
In wireless communication, parallel transmission of symbols using multi carriers is applied to achieve high efficiency in terms of throughput and better transmission quality. Orthogonal Frequency Division Multiplexing (OFDM) is one of the techniques for parallel transmission. In multipath environment the performance of orthogonal frequency division multiplexing (OFDM) is improved by introducing some kind of channel coding. Coded OFDM (COFDM) is the new candidate for application such as DAB and DVB-T due to its better performance in fading environment. However high peak to average power ratio (PAPR) is a major demerit of OFDM system, it leads to increased complexity of circuit and reduced efficiency of RF amplifier. In this paper our aim is to evaluate the PAPR of COFDM system and reducing its effect by clipping, Selected Mapping (SLM) and Partial Transmit Sequence (PTS) techniques. COFDM system used here comply with IEEE 802.11a specifications and Reed Solomon (RS) codes along with convolution codes are used for channel coding purpose. Channel used for consideration is AWGN. The performance is evaluated in terms of PAPR value and BER.
{"title":"PAPR analysis of coded-OFDM system and mitigating its effect with clipping, SLM and PTS","authors":"A. Joshi, D. Saini","doi":"10.1109/ICIMU.2011.6122749","DOIUrl":"https://doi.org/10.1109/ICIMU.2011.6122749","url":null,"abstract":"In wireless communication, parallel transmission of symbols using multi carriers is applied to achieve high efficiency in terms of throughput and better transmission quality. Orthogonal Frequency Division Multiplexing (OFDM) is one of the techniques for parallel transmission. In multipath environment the performance of orthogonal frequency division multiplexing (OFDM) is improved by introducing some kind of channel coding. Coded OFDM (COFDM) is the new candidate for application such as DAB and DVB-T due to its better performance in fading environment. However high peak to average power ratio (PAPR) is a major demerit of OFDM system, it leads to increased complexity of circuit and reduced efficiency of RF amplifier. In this paper our aim is to evaluate the PAPR of COFDM system and reducing its effect by clipping, Selected Mapping (SLM) and Partial Transmit Sequence (PTS) techniques. COFDM system used here comply with IEEE 802.11a specifications and Reed Solomon (RS) codes along with convolution codes are used for channel coding purpose. Channel used for consideration is AWGN. The performance is evaluated in terms of PAPR value and BER.","PeriodicalId":102808,"journal":{"name":"ICIMU 2011 : Proceedings of the 5th international Conference on Information Technology & Multimedia","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115154191","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 : 2011-11-01DOI: 10.1109/ICIMU.2011.6122755
Nursyafinaz Md Yusoff, N. H. A. Hamid, S. A. Halim
Maggot Debridement Therapy (MDT) has been recognized as one of the effective alternative treatment to enhance healing and to decrease the mortality associated with underlying injury. One of the most important procedures in performing MDT is to use the correct maggot from suitable species. In this case, maggots from the incorrect species would consume the live tissue instead of the dead tissue. Hence, this is highlighted as one of the difficulties in implementing MDT. Currently the process of identifying flies is done manually by experts or by using DNA traits. We explored and developed another procedure to recognize the species using hybrid neuro-expert technique. The percentage of correctness using standard back propagation neural network yields 94.4% accuracy. By adapting the neuro-expert technique, the prototype accuracy is 100%.
{"title":"Flies species recognition for maggot therapy using neural-expert technique","authors":"Nursyafinaz Md Yusoff, N. H. A. Hamid, S. A. Halim","doi":"10.1109/ICIMU.2011.6122755","DOIUrl":"https://doi.org/10.1109/ICIMU.2011.6122755","url":null,"abstract":"Maggot Debridement Therapy (MDT) has been recognized as one of the effective alternative treatment to enhance healing and to decrease the mortality associated with underlying injury. One of the most important procedures in performing MDT is to use the correct maggot from suitable species. In this case, maggots from the incorrect species would consume the live tissue instead of the dead tissue. Hence, this is highlighted as one of the difficulties in implementing MDT. Currently the process of identifying flies is done manually by experts or by using DNA traits. We explored and developed another procedure to recognize the species using hybrid neuro-expert technique. The percentage of correctness using standard back propagation neural network yields 94.4% accuracy. By adapting the neuro-expert technique, the prototype accuracy is 100%.","PeriodicalId":102808,"journal":{"name":"ICIMU 2011 : Proceedings of the 5th international Conference on Information Technology & Multimedia","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128725286","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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