Pub Date : 2018-12-01DOI: 10.1109/ANTS.2018.8710093
R. C. Saritha, Utkarsh Mankad, G. Venkataswamy, S. Bapu
The world has witnessed a significant change in the learning methodology by students in the last decade. With drastic technological developments in the education domain, the learning methods used by students have also evolved. The learning methods changed from, traditional classroom learning to e-learning, from e-learning to mlearning and subsequently to a new way of learning using Augmented Reality. Augmented Reality really helps in making the learning very effective and interesting in real time. It also helps in understanding some of the complex subjects in a very lucid and intuitive way. This paper discusses about an Augmented Reality learning ecosystem, which consists of Augmented Reality(AR) Learning framework and AR applications for learning environment. The implementation and benefits of Augmented Reality applications targeted for education community, namely AR Board, AR Book and AR Game are discussed.
{"title":"An Augmented Reality ecosystem for learning environment","authors":"R. C. Saritha, Utkarsh Mankad, G. Venkataswamy, S. Bapu","doi":"10.1109/ANTS.2018.8710093","DOIUrl":"https://doi.org/10.1109/ANTS.2018.8710093","url":null,"abstract":"The world has witnessed a significant change in the learning methodology by students in the last decade. With drastic technological developments in the education domain, the learning methods used by students have also evolved. The learning methods changed from, traditional classroom learning to e-learning, from e-learning to mlearning and subsequently to a new way of learning using Augmented Reality. Augmented Reality really helps in making the learning very effective and interesting in real time. It also helps in understanding some of the complex subjects in a very lucid and intuitive way. This paper discusses about an Augmented Reality learning ecosystem, which consists of Augmented Reality(AR) Learning framework and AR applications for learning environment. The implementation and benefits of Augmented Reality applications targeted for education community, namely AR Board, AR Book and AR Game are discussed.","PeriodicalId":273443,"journal":{"name":"2018 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129052608","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 : 2018-12-01DOI: 10.1109/ANTS.2018.8710052
Sonali, N. Gupta, A. Dixit, V. Jain
In this research paper, we have analyzed free space optical (FSO) link performance for intensity modulated/direct detection (IMDD) system utilizing L-ary pulse position modulation (L-PPM) and differential pulse position modulation (DPPM) schemes. Generally, FSO link performance is impaired by atmospheric turbulence. Error correcting codes (ECCs) is one of the mitigation techniques to reduce the impact of atmospheric turbulence. For this work, we have employed Bose-Chaudhuri-Hocquenghem (BCH) code under a slow fading channel condition with and without an interleaver. We have made the performance comparison in terms of bit error rate under different turbulence regimes viz., low, moderate and high regime for L-PPM (L=4,8 and 32) and differential PPM (DPPM) schemes. We conclude that BCH code with an interleaver for 32-PPM scheme provides a maximum coding gain of 25 dB in a high turbulence regime whereas BCH code without an interleaver degrades the BER performance in a slow fading channel. Also, with the DPPM scheme, neither coding nor interleaving can improve its performance. Therefore, the DPPM scheme will not be useful from this perspective.
{"title":"BER Analysis of BCH Codes in Slow Fading Channel with L-PPM and DPPM Scheme","authors":"Sonali, N. Gupta, A. Dixit, V. Jain","doi":"10.1109/ANTS.2018.8710052","DOIUrl":"https://doi.org/10.1109/ANTS.2018.8710052","url":null,"abstract":"In this research paper, we have analyzed free space optical (FSO) link performance for intensity modulated/direct detection (IMDD) system utilizing L-ary pulse position modulation (L-PPM) and differential pulse position modulation (DPPM) schemes. Generally, FSO link performance is impaired by atmospheric turbulence. Error correcting codes (ECCs) is one of the mitigation techniques to reduce the impact of atmospheric turbulence. For this work, we have employed Bose-Chaudhuri-Hocquenghem (BCH) code under a slow fading channel condition with and without an interleaver. We have made the performance comparison in terms of bit error rate under different turbulence regimes viz., low, moderate and high regime for L-PPM (L=4,8 and 32) and differential PPM (DPPM) schemes. We conclude that BCH code with an interleaver for 32-PPM scheme provides a maximum coding gain of 25 dB in a high turbulence regime whereas BCH code without an interleaver degrades the BER performance in a slow fading channel. Also, with the DPPM scheme, neither coding nor interleaving can improve its performance. Therefore, the DPPM scheme will not be useful from this perspective.","PeriodicalId":273443,"journal":{"name":"2018 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"408 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122732670","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 : 2018-12-01DOI: 10.1109/ANTS.2018.8710100
Suseela Vappangi, V. V. Mani
Visible Light Communication (VLC) exploits cost-effective light emitting diodes (LEDs) to render ‘illumination’ and ‘communication’ contemporaneously and is envisioned to meet the unprecedented growth in mobile data traffic. However, the slow transient response of white phosphorescent LEDs limits the modulation bandwidth. Consequently, orthogonal frequency division multiplexing (OFDM) is utilized to impart high data rate communication at the expense of emergence of high peak to average power ratio (PAPR). Furthermore, the limited dynamic range of LEDs makes this issue more pronounced as it leads to the emergence of detrimental non-linear distortions. This paper proposes discrete sine transform (DST)-based spreading for DC biased optical OFDM (DST-S-DCO-OFDM) to reduce PAPR. Unlike discrete Fourier transform (DFT)-based DCO-OFDM, DST-based DCO-OFDM doesn’t require Hermitian symmetry criteria to attain a real signal transmission. Accordingly, there is a reduction in computational complexity as well as increase in spectral efficiency. In addition, single carrier frequency division multiple access (SC-FDMA) is expedited for reducing PAPR. Therefore, this work derives the analytical expressions for DST-based optical interleaved multiple access (DST-OFDMA) and optical localized frequency division multiple access (DST-OLFDMA). The simulation results evidences that PAPR is decreased drastically by enforcing spreading technique when compared with conventional DST-based DCO-OFDM system. Furthermore, as depicted by the simulation results, the reduction in PAPR is more significant in DST-OFDMA than DST-OLFDMA. However, DST-OFDMA and DST-OLFDMA outperforms DST-based optical orthogonal frequency division multiple access (DST-OOFDMA).
可见光通信(VLC)利用具有成本效益的发光二极管(led)同时提供“照明”和“通信”，并被设想为满足前所未有的移动数据流量增长。然而，白光磷光led缓慢的瞬态响应限制了调制带宽。因此，利用正交频分复用(OFDM)来实现高数据速率通信，但代价是出现高峰值平均功率比(PAPR)。此外，led有限的动态范围使得这个问题更加明显，因为它会导致有害的非线性失真的出现。针对直流偏置OFDM (DST- s - dco -OFDM)，提出了一种基于离散正弦变换(DST)的扩频算法来降低PAPR。与基于离散傅里叶变换(DFT)的DCO-OFDM不同，基于dst的DCO-OFDM不需要厄米对称准则来实现真实的信号传输。因此，计算复杂度降低，频谱效率提高。此外，还加快了单载波频分多址(SC-FDMA)的速度以降低PAPR。因此，本文推导了基于dst的光交错多址(DST-OFDMA)和光局部频分多址(DST-OLFDMA)的解析表达式。仿真结果表明，与传统的基于dst的DCO-OFDM系统相比，采用扩频技术可以显著降低PAPR。此外，仿真结果表明，与DST-OLFDMA相比，DST-OFDMA对PAPR的降低更为显著。然而，DST-OFDMA和DST-OLFDMA优于基于dst的光正交频分多址(DST-OOFDMA)。
{"title":"A Power efficient DST-based multicarrier and multiple access systems for VLC","authors":"Suseela Vappangi, V. V. Mani","doi":"10.1109/ANTS.2018.8710100","DOIUrl":"https://doi.org/10.1109/ANTS.2018.8710100","url":null,"abstract":"Visible Light Communication (VLC) exploits cost-effective light emitting diodes (LEDs) to render ‘illumination’ and ‘communication’ contemporaneously and is envisioned to meet the unprecedented growth in mobile data traffic. However, the slow transient response of white phosphorescent LEDs limits the modulation bandwidth. Consequently, orthogonal frequency division multiplexing (OFDM) is utilized to impart high data rate communication at the expense of emergence of high peak to average power ratio (PAPR). Furthermore, the limited dynamic range of LEDs makes this issue more pronounced as it leads to the emergence of detrimental non-linear distortions. This paper proposes discrete sine transform (DST)-based spreading for DC biased optical OFDM (DST-S-DCO-OFDM) to reduce PAPR. Unlike discrete Fourier transform (DFT)-based DCO-OFDM, DST-based DCO-OFDM doesn’t require Hermitian symmetry criteria to attain a real signal transmission. Accordingly, there is a reduction in computational complexity as well as increase in spectral efficiency. In addition, single carrier frequency division multiple access (SC-FDMA) is expedited for reducing PAPR. Therefore, this work derives the analytical expressions for DST-based optical interleaved multiple access (DST-OFDMA) and optical localized frequency division multiple access (DST-OLFDMA). The simulation results evidences that PAPR is decreased drastically by enforcing spreading technique when compared with conventional DST-based DCO-OFDM system. Furthermore, as depicted by the simulation results, the reduction in PAPR is more significant in DST-OFDMA than DST-OLFDMA. However, DST-OFDMA and DST-OLFDMA outperforms DST-based optical orthogonal frequency division multiple access (DST-OOFDMA).","PeriodicalId":273443,"journal":{"name":"2018 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122054382","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 : 2018-12-01DOI: 10.1109/ANTS.2018.8710038
Rahul Gogia, Brejesh Lall, S. Joshi
Interleavers were made a part of the digital communication to tackle the presence of burst errors due to a noisy channel or incorrect viterbi decoding by performing a rearrangement of the bits by using an interleaving array of size $N_{r} times N_{c}$ where $N_{r}$ is the number of rows, also called interleaver depth and $N_{c}$ is the number of columns of the array. A typical audio and video broadcasting system consisting of a Linear Block code (LBC) and a block interleaver is presented and a method to deinterleave the received sequence without any knowledge of the blocks used on the transmitter side i.e. in a blind setting is discussed. There is hardly any existing literature that solves this problem completely. The proposed algorithm calculates $N_{r}$ and codeword length by using rank deficiency while $N_{c}$ is calculated by using cyclic convolution to complete the analysis that is conducted on different LBCs with varying frame structure formats.
{"title":"Fast algorithm for Blind Deinterleaving of a Block Interleaver using binary and non-binary Block codes in a telecommunication system","authors":"Rahul Gogia, Brejesh Lall, S. Joshi","doi":"10.1109/ANTS.2018.8710038","DOIUrl":"https://doi.org/10.1109/ANTS.2018.8710038","url":null,"abstract":"Interleavers were made a part of the digital communication to tackle the presence of burst errors due to a noisy channel or incorrect viterbi decoding by performing a rearrangement of the bits by using an interleaving array of size $N_{r} times N_{c}$ where $N_{r}$ is the number of rows, also called interleaver depth and $N_{c}$ is the number of columns of the array. A typical audio and video broadcasting system consisting of a Linear Block code (LBC) and a block interleaver is presented and a method to deinterleave the received sequence without any knowledge of the blocks used on the transmitter side i.e. in a blind setting is discussed. There is hardly any existing literature that solves this problem completely. The proposed algorithm calculates $N_{r}$ and codeword length by using rank deficiency while $N_{c}$ is calculated by using cyclic convolution to complete the analysis that is conducted on different LBCs with varying frame structure formats.","PeriodicalId":273443,"journal":{"name":"2018 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115151448","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 : 2018-12-01DOI: 10.1109/ANTS.2018.8710108
Nitin Singh Rajput
This paper present: (i) an experimental study for performance evaluation of IEEE 802.11p vehicular communications and (ii) creation of dataset for IEEE 802.11p vehicular communications, while transmitting Basic Safety Messages. Two relevant metrics Latency and Received Signal Strength Indicator have been used for both performance evaluation and creation of dataset. However, the dataset also contains other information like position of the vehicle, packet receiving time, transmitting power etc., while transmitting each such packet. The physical experiments were performed using IEEE 802.11p compliant communication devices. The conducted experiments disclosed many important insights related to the performance of IEEE 802.11p. To the best of knowledge, the data set created and the measurements taken for considered parameters presented in this paper are first of their kinds. These results and dataset would be helpful in future research works in the relevant area.
{"title":"Measurement of IEEE 802.11p Performance for Basic Safety Messages in Vehicular Communications","authors":"Nitin Singh Rajput","doi":"10.1109/ANTS.2018.8710108","DOIUrl":"https://doi.org/10.1109/ANTS.2018.8710108","url":null,"abstract":"This paper present: (i) an experimental study for performance evaluation of IEEE 802.11p vehicular communications and (ii) creation of dataset for IEEE 802.11p vehicular communications, while transmitting Basic Safety Messages. Two relevant metrics Latency and Received Signal Strength Indicator have been used for both performance evaluation and creation of dataset. However, the dataset also contains other information like position of the vehicle, packet receiving time, transmitting power etc., while transmitting each such packet. The physical experiments were performed using IEEE 802.11p compliant communication devices. The conducted experiments disclosed many important insights related to the performance of IEEE 802.11p. To the best of knowledge, the data set created and the measurements taken for considered parameters presented in this paper are first of their kinds. These results and dataset would be helpful in future research works in the relevant area.","PeriodicalId":273443,"journal":{"name":"2018 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126862117","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 : 2018-12-01DOI: 10.1109/ANTS.2018.8710168
Manu Agrawal, Kartik Manchanda, Akshita Agarwal, Surbhi Saraswat, Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta
Distributed real time systems have end-to-end jobs which are scheduled on multiple processors. These jobs are composed of several sub-jobs which do not have individual end-to-end constraints. To efficiently schedule these sub-jobs, their local deadline requirements are needed to be known. The local deadline assignment problem has been recognized as a crucial problem in distributed real-time system research. In this paper, we present a supervised machine learning based job scheduling technique for a distributed Real-Time System (RTS). We use linear regression, support vector machine, and artificial neural network machine learning techniques for predicting the local deadline of upcoming workload with a given release time and deadline of executed sub-jobs. We also develop a technique for labeled dataset creation in a distributed RTS. We demonstrate that the supervised machine learning based job scheduling technique reduces the job dropping rate and thereby enhances the utility of the distributed RTS.
{"title":"A Supervised Approach-based Job Scheduling Technique for Distributed Real-Time Systems","authors":"Manu Agrawal, Kartik Manchanda, Akshita Agarwal, Surbhi Saraswat, Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta","doi":"10.1109/ANTS.2018.8710168","DOIUrl":"https://doi.org/10.1109/ANTS.2018.8710168","url":null,"abstract":"Distributed real time systems have end-to-end jobs which are scheduled on multiple processors. These jobs are composed of several sub-jobs which do not have individual end-to-end constraints. To efficiently schedule these sub-jobs, their local deadline requirements are needed to be known. The local deadline assignment problem has been recognized as a crucial problem in distributed real-time system research. In this paper, we present a supervised machine learning based job scheduling technique for a distributed Real-Time System (RTS). We use linear regression, support vector machine, and artificial neural network machine learning techniques for predicting the local deadline of upcoming workload with a given release time and deadline of executed sub-jobs. We also develop a technique for labeled dataset creation in a distributed RTS. We demonstrate that the supervised machine learning based job scheduling technique reduces the job dropping rate and thereby enhances the utility of the distributed RTS.","PeriodicalId":273443,"journal":{"name":"2018 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126011970","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 : 2018-12-01DOI: 10.1109/ants.2018.8710167
{"title":"ANTS 2018 Program","authors":"","doi":"10.1109/ants.2018.8710167","DOIUrl":"https://doi.org/10.1109/ants.2018.8710167","url":null,"abstract":"","PeriodicalId":273443,"journal":{"name":"2018 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122046096","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 : 2018-12-01DOI: 10.1109/ANTS.2018.8710121
Nikhil Kumar, P. M. Pradhan
Interference alignment (IA) is a potential solution to combat interference in a wireless network. It can also be extended to mitigate the harmful effects of adversarial jamming. Anti-jamming opportunistic IA (OIA) strategy jointly optimizes the transmission power and harvested energy of the adversarial IA wireless network in the presence of jammers. In anti-jamming OIA network, selected users transmit information at a given time slot while unselected users perform energy harvesting (EH). Selected users may also be allowed to perform EH whilst they are performing information transfer, using simultaneous information and power transfer technique. The total radio frequency energy received at the selected users is split into two parts based on the power splitting coefficient, one for information decoding and the other for energy harvesting. The total transmitted power of the network and power splitting coefficient are then jointly optimised by adopting a sub-optimal algorithm. This paper proposes the use of minimum interference leakage (MinIL) algorithm for formulation of anti-jamming OIA network and subsequent joint optimisation of power splitting and transmit power of the users in the network. The simulation results show that usage of MinIL algorithm reduces the total transmit power of the entire network for low jamming power levels.
{"title":"Development of a Minimum Interference Leakage based Interference Aligned Network in Presence of Jammers","authors":"Nikhil Kumar, P. M. Pradhan","doi":"10.1109/ANTS.2018.8710121","DOIUrl":"https://doi.org/10.1109/ANTS.2018.8710121","url":null,"abstract":"Interference alignment (IA) is a potential solution to combat interference in a wireless network. It can also be extended to mitigate the harmful effects of adversarial jamming. Anti-jamming opportunistic IA (OIA) strategy jointly optimizes the transmission power and harvested energy of the adversarial IA wireless network in the presence of jammers. In anti-jamming OIA network, selected users transmit information at a given time slot while unselected users perform energy harvesting (EH). Selected users may also be allowed to perform EH whilst they are performing information transfer, using simultaneous information and power transfer technique. The total radio frequency energy received at the selected users is split into two parts based on the power splitting coefficient, one for information decoding and the other for energy harvesting. The total transmitted power of the network and power splitting coefficient are then jointly optimised by adopting a sub-optimal algorithm. This paper proposes the use of minimum interference leakage (MinIL) algorithm for formulation of anti-jamming OIA network and subsequent joint optimisation of power splitting and transmit power of the users in the network. The simulation results show that usage of MinIL algorithm reduces the total transmit power of the entire network for low jamming power levels.","PeriodicalId":273443,"journal":{"name":"2018 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125422808","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 : 2018-12-01DOI: 10.1109/ANTS.2018.8710081
V. M. Sruthi, B. Thanudas, S. Sreelal, Abhishek Chakraborty, B. S. Manoj
Traditional malware detection techniques, such as signature-based detection and traditional antivirus software, are not beneficial for detecting many recent malware threats. In this paper, we propose a novel malware detection technique, API call transition matrix-based malware detection (ACTM), that efficiently detects malware based on their runtime behavior. We find that the ACTM technique performs better and detects malware with approximately 95.23% accuracy. ACTM can find applications in designing real-time malware detection when an enterprise network security system is concerned.
{"title":"ACTM: API Call Transition Matrix-based Malware Detection Method","authors":"V. M. Sruthi, B. Thanudas, S. Sreelal, Abhishek Chakraborty, B. S. Manoj","doi":"10.1109/ANTS.2018.8710081","DOIUrl":"https://doi.org/10.1109/ANTS.2018.8710081","url":null,"abstract":"Traditional malware detection techniques, such as signature-based detection and traditional antivirus software, are not beneficial for detecting many recent malware threats. In this paper, we propose a novel malware detection technique, API call transition matrix-based malware detection (ACTM), that efficiently detects malware based on their runtime behavior. We find that the ACTM technique performs better and detects malware with approximately 95.23% accuracy. ACTM can find applications in designing real-time malware detection when an enterprise network security system is concerned.","PeriodicalId":273443,"journal":{"name":"2018 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129844959","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 : 2018-12-01DOI: 10.1109/ANTS.2018.8710039
Padarthi Naga Prasanth, K. Sumanth, Vijay Kumar Chakka, Gouriprasanna Roy
In this paper, we consider a tabletop molecular communication (MC) system for exchange of information through flow assisted diffusion of ethanol chemical molecules. Designing modulation and demodulation algorithms for such setup is an important research problem. We propose a demodulation algorithm using Sampling based Adaptive Threshold Variation (S-ATV) for Pulse Position Modulation (PPM) and ON/OFF keying (OOK) based modulation techniques. The performance of BER with bit duration is plotted for proposed demodulation algorithm as well as Increase detection algorithm (IDA). It is found that the proposed S-ATV demodulation algorithm has better performance than IDA for smaller bit durations.
{"title":"Experimental Implementation of Molecular Communication System using Sampling based Adaptive Threshold Variation Demodulation Algorithm","authors":"Padarthi Naga Prasanth, K. Sumanth, Vijay Kumar Chakka, Gouriprasanna Roy","doi":"10.1109/ANTS.2018.8710039","DOIUrl":"https://doi.org/10.1109/ANTS.2018.8710039","url":null,"abstract":"In this paper, we consider a tabletop molecular communication (MC) system for exchange of information through flow assisted diffusion of ethanol chemical molecules. Designing modulation and demodulation algorithms for such setup is an important research problem. We propose a demodulation algorithm using Sampling based Adaptive Threshold Variation (S-ATV) for Pulse Position Modulation (PPM) and ON/OFF keying (OOK) based modulation techniques. The performance of BER with bit duration is plotted for proposed demodulation algorithm as well as Increase detection algorithm (IDA). It is found that the proposed S-ATV demodulation algorithm has better performance than IDA for smaller bit durations.","PeriodicalId":273443,"journal":{"name":"2018 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131364818","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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