Pub Date : 2016-07-20DOI: 10.1109/CSNDSP.2016.7574001
M. Rasheduzzaman, P. B. Pillai, A. N. C. Mendoza, Maria Merlyne De Souza
The performances of six solar cell technologies for indoor energy harvesting are assessed under a controlled light intensity of 77.40 μW/cm2. A comparison of the calculated efficiencies of crystalline (c-Si), polycrystalline (poly-Si), amorphous silicon (a-Si), perovskite, gallium arsenide (GaAs) and dye-sensitized solar cells (DSSC) shows that both DSSC and GaAs solar cells exhibit an efficiency of ~28%, whereas the efficiencies of perovskite and a-Si solar cells are 20.4% and 15.59% respectively. Considering both performance and cost, DSSC is the best choice for indoor light energy harvesting. Due to its high power density of 22.0 μW/cm2, the DSSC requires an area of 15 cm2 to charge a 3.4 mAh rechargeable battery from a nominal voltage of 2.8 to 3.0 V in 60 minutes.
{"title":"A study of the performance of solar cells for indoor autonomous wireless sensors","authors":"M. Rasheduzzaman, P. B. Pillai, A. N. C. Mendoza, Maria Merlyne De Souza","doi":"10.1109/CSNDSP.2016.7574001","DOIUrl":"https://doi.org/10.1109/CSNDSP.2016.7574001","url":null,"abstract":"The performances of six solar cell technologies for indoor energy harvesting are assessed under a controlled light intensity of 77.40 μW/cm2. A comparison of the calculated efficiencies of crystalline (c-Si), polycrystalline (poly-Si), amorphous silicon (a-Si), perovskite, gallium arsenide (GaAs) and dye-sensitized solar cells (DSSC) shows that both DSSC and GaAs solar cells exhibit an efficiency of ~28%, whereas the efficiencies of perovskite and a-Si solar cells are 20.4% and 15.59% respectively. Considering both performance and cost, DSSC is the best choice for indoor light energy harvesting. Due to its high power density of 22.0 μW/cm2, the DSSC requires an area of 15 cm2 to charge a 3.4 mAh rechargeable battery from a nominal voltage of 2.8 to 3.0 V in 60 minutes.","PeriodicalId":298711,"journal":{"name":"2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125672063","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 : 2016-07-20DOI: 10.1109/CSNDSP.2016.7573937
Xian Zhou, K. Zhong, Jiahao Huo, Yiguang Wang, Liang Wang, J. Tu, Yanfu Yang, Lei Gao, L. Zeng, Changyuan Yu, A. Lau, Chao Lu
In this work, we experimentally demonstrated a 112 Gbit/s polarization-division-multiplexed (PDM) four-level pulse amplitude modulation (PAM4) transmission over 80-km single mode fiber (SMF) using digital coherent detection without optical amplifier and CD compensation for the short reach applications. Here, a signal-phase aided least-mean-square (SP-LMS) equalization algorithm is proposed to avoid the effects of carrier frequency offset and phase noise. Without additional carrier recovery algorithms, the PDM-PAM4 system shows good transmission performance. The received optical power (ROP) penalty is only about 0.2 dB after 80 km transmission comparing to back-to-back (BTB) transmission. A receiver sensitivity of -20dBm (at 7% FEC limit) can be reached after 80-km transmission.
{"title":"112-Gbit/s PDM-PAM4 transmission over 80-km SMF using digital coherent detection without optical amplifier","authors":"Xian Zhou, K. Zhong, Jiahao Huo, Yiguang Wang, Liang Wang, J. Tu, Yanfu Yang, Lei Gao, L. Zeng, Changyuan Yu, A. Lau, Chao Lu","doi":"10.1109/CSNDSP.2016.7573937","DOIUrl":"https://doi.org/10.1109/CSNDSP.2016.7573937","url":null,"abstract":"In this work, we experimentally demonstrated a 112 Gbit/s polarization-division-multiplexed (PDM) four-level pulse amplitude modulation (PAM4) transmission over 80-km single mode fiber (SMF) using digital coherent detection without optical amplifier and CD compensation for the short reach applications. Here, a signal-phase aided least-mean-square (SP-LMS) equalization algorithm is proposed to avoid the effects of carrier frequency offset and phase noise. Without additional carrier recovery algorithms, the PDM-PAM4 system shows good transmission performance. The received optical power (ROP) penalty is only about 0.2 dB after 80 km transmission comparing to back-to-back (BTB) transmission. A receiver sensitivity of -20dBm (at 7% FEC limit) can be reached after 80-km transmission.","PeriodicalId":298711,"journal":{"name":"2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130742824","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 : 2016-07-20DOI: 10.1109/CSNDSP.2016.7573958
Mersedeh Beitollahi, S. A. Hosseini, abolfazl. hosseini
Hyperspectral (HS) images due to the simultaneous data acquisition in hundreds of narrow and close spectral bands, have high between bands correlation. In order to storage and transformation, they need to be compressed. A number of lossy/lossless methods have been developed for data compression in spatial or spectral domain. Spectral information of HS data has much more of importance than spatial information; therefore compression should be done in such a way that the spectral information is well preserved. In this paper, a lossy compression technique in the spectral domain is proposed by using curve fitting. The method has better performance compared to data compressing method using principal component analysis. In the presented method, the spectral reflectance curve (SRC) of each pixel is divided into a few non-overlapping intervals based on a specific criterion, and then, a polynomial function is fitted on each interval. The calculated coefficients of each fitted curve are considered as the new features of that section of the SRC. The experimental results show that the compressed data after the recovery is very similar to the original data.
{"title":"Using curve fitting for spectral reflectance curves intervals in order to hyperspectral data compression","authors":"Mersedeh Beitollahi, S. A. Hosseini, abolfazl. hosseini","doi":"10.1109/CSNDSP.2016.7573958","DOIUrl":"https://doi.org/10.1109/CSNDSP.2016.7573958","url":null,"abstract":"Hyperspectral (HS) images due to the simultaneous data acquisition in hundreds of narrow and close spectral bands, have high between bands correlation. In order to storage and transformation, they need to be compressed. A number of lossy/lossless methods have been developed for data compression in spatial or spectral domain. Spectral information of HS data has much more of importance than spatial information; therefore compression should be done in such a way that the spectral information is well preserved. In this paper, a lossy compression technique in the spectral domain is proposed by using curve fitting. The method has better performance compared to data compressing method using principal component analysis. In the presented method, the spectral reflectance curve (SRC) of each pixel is divided into a few non-overlapping intervals based on a specific criterion, and then, a polynomial function is fitted on each interval. The calculated coefficients of each fitted curve are considered as the new features of that section of the SRC. The experimental results show that the compressed data after the recovery is very similar to the original data.","PeriodicalId":298711,"journal":{"name":"2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129890022","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 : 2016-07-20DOI: 10.1109/CSNDSP.2016.7573987
I. Daly, Michal Novotný, Zied Hajaiej, Ali Garsallah
In this work we present the method that we have adopted in order to leave in search of the speaker through different measures of jitter and shimmer are measures of the fundamental frequency and of amplitude variations cycle to cycle. We have used these two indices as they characterize some aspects concerning the Voice individuals, so it helps us to have a certain degree of specificity of speaker. This study thus allows us on the one hand to better understand where these indices to discriminate the speakers and sets out criteria to distinguish the quality of the signal according to the conditions of registration for the automatic recognition of the speaker with the base TIMIT and NTIMIT.
{"title":"Accuracy of jitter and shimmer measurements for speaker in the database TIMIT and NTIMIT","authors":"I. Daly, Michal Novotný, Zied Hajaiej, Ali Garsallah","doi":"10.1109/CSNDSP.2016.7573987","DOIUrl":"https://doi.org/10.1109/CSNDSP.2016.7573987","url":null,"abstract":"In this work we present the method that we have adopted in order to leave in search of the speaker through different measures of jitter and shimmer are measures of the fundamental frequency and of amplitude variations cycle to cycle. We have used these two indices as they characterize some aspects concerning the Voice individuals, so it helps us to have a certain degree of specificity of speaker. This study thus allows us on the one hand to better understand where these indices to discriminate the speakers and sets out criteria to distinguish the quality of the signal according to the conditions of registration for the automatic recognition of the speaker with the base TIMIT and NTIMIT.","PeriodicalId":298711,"journal":{"name":"2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127276814","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 : 2016-07-20DOI: 10.1109/CSNDSP.2016.7574032
S. You, Y. Wang, Zhen Wang, Mengchi Chen, Xiang Li, Ming Luo, Ying Qiu, Rong Hu, Qi Yang, Jian Chen
In this paper, we propose mode division multiplexing in radio over fiber transmission system to increase the channel capacity in the uplink of wavelength division multiplexing (WDM) passive optical networks (PONs). The experiment is demonstrated in a 2×2 multiple input multiple output (MIMO) OFDM radio over fiber system including both wireless transmission and two-mode few-mode fiber (FMF) transmission. The MIMO digital signal processing algorithm can successfully compensate the crosstalk induced in wireless and FMF transmissions.
{"title":"Radio over WDM-PON by spatial multiplexing in few mode fiber","authors":"S. You, Y. Wang, Zhen Wang, Mengchi Chen, Xiang Li, Ming Luo, Ying Qiu, Rong Hu, Qi Yang, Jian Chen","doi":"10.1109/CSNDSP.2016.7574032","DOIUrl":"https://doi.org/10.1109/CSNDSP.2016.7574032","url":null,"abstract":"In this paper, we propose mode division multiplexing in radio over fiber transmission system to increase the channel capacity in the uplink of wavelength division multiplexing (WDM) passive optical networks (PONs). The experiment is demonstrated in a 2×2 multiple input multiple output (MIMO) OFDM radio over fiber system including both wireless transmission and two-mode few-mode fiber (FMF) transmission. The MIMO digital signal processing algorithm can successfully compensate the crosstalk induced in wireless and FMF transmissions.","PeriodicalId":298711,"journal":{"name":"2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130645526","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 : 2016-07-20DOI: 10.1109/CSNDSP.2016.7574024
Wael Abd-Alaziz, M. Johnston, S. L. Goff
It is well known that binary error-correcting codes with iterative decoders can achieve near Shannon-limit performance on the additive white Gaussian noise (AWGN) channel, but their performance on more realistic wireless channels can become degraded due to the presence of burst errors or impulsive noise due to interference. A better performing coding scheme is the class of non-binary codes, which are known to be more effective in correcting burst errors, but interestingly there is no research reported in the literature investigating non-binary codes on impulsive noise channels. In this paper, we investigate the performance of non-binary turbo codes defined in a finite field GF(4) on symmetric alpha-stable impulsive noise channels and compare with comparable binary turbo codes. A Cauchy receiver is also employed to mitigate the effects of the channel to assist the turbo decoding. Our simulation results show that although the non-binary turbo code performs similarly to the binary turbo code on the AWGN channel, it achieves a significant coding gain over the binary turbo code as impulsiveness increases.
{"title":"Non-binary turbo codes on additive impulsive noise channels","authors":"Wael Abd-Alaziz, M. Johnston, S. L. Goff","doi":"10.1109/CSNDSP.2016.7574024","DOIUrl":"https://doi.org/10.1109/CSNDSP.2016.7574024","url":null,"abstract":"It is well known that binary error-correcting codes with iterative decoders can achieve near Shannon-limit performance on the additive white Gaussian noise (AWGN) channel, but their performance on more realistic wireless channels can become degraded due to the presence of burst errors or impulsive noise due to interference. A better performing coding scheme is the class of non-binary codes, which are known to be more effective in correcting burst errors, but interestingly there is no research reported in the literature investigating non-binary codes on impulsive noise channels. In this paper, we investigate the performance of non-binary turbo codes defined in a finite field GF(4) on symmetric alpha-stable impulsive noise channels and compare with comparable binary turbo codes. A Cauchy receiver is also employed to mitigate the effects of the channel to assist the turbo decoding. Our simulation results show that although the non-binary turbo code performs similarly to the binary turbo code on the AWGN channel, it achieves a significant coding gain over the binary turbo code as impulsiveness increases.","PeriodicalId":298711,"journal":{"name":"2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130742513","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 : 2016-07-20DOI: 10.1109/CSNDSP.2016.7573914
Gerard Djengomemgoto, Omer Narmanlioglu, M. Uysal
In this paper, we consider relay-assisted visible light communication (VLC) system where intermediate light source cooperates with main light source. Following IEEE 802.15.7r VLC reference channel model, we assume presence of two difference light sources in office space. First one is information source employed on ceiling and second one is desk lamp. Our system builds upon enhanced unipolar optical orthogonal frequency division multiplexing (eU-OFDM) where task light performs amplify-and-forward relaying to assist the communication and operates in half-duplex mode. We investigate bit error rate performance of relay-assisted VLC system and demonstrate that cooperation brings significant performance gains over direct transmission.
{"title":"Performance of eU-OFDM based relay-assisted visible light communications","authors":"Gerard Djengomemgoto, Omer Narmanlioglu, M. Uysal","doi":"10.1109/CSNDSP.2016.7573914","DOIUrl":"https://doi.org/10.1109/CSNDSP.2016.7573914","url":null,"abstract":"In this paper, we consider relay-assisted visible light communication (VLC) system where intermediate light source cooperates with main light source. Following IEEE 802.15.7r VLC reference channel model, we assume presence of two difference light sources in office space. First one is information source employed on ceiling and second one is desk lamp. Our system builds upon enhanced unipolar optical orthogonal frequency division multiplexing (eU-OFDM) where task light performs amplify-and-forward relaying to assist the communication and operates in half-duplex mode. We investigate bit error rate performance of relay-assisted VLC system and demonstrate that cooperation brings significant performance gains over direct transmission.","PeriodicalId":298711,"journal":{"name":"2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128106780","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}
In indoor visible light communication (VLC) systems based on orthogonal frequency division multiplexing (OFDM), employing multi-pulse position modulation (MPPM) for dimming control will affect the receiver (Rx) sensitivity requirement particularly at low dimming levels (DLs), thus affecting the system bit error rate (BER) performance. In this paper, we propose a hybrid visible light (VL) and infrared (IR) link, where the IR is used for downlink when the DL for VLC is very low. The “off” periods of MPPM is utilized for data transmission without affecting the illumination level. This arrangement will ensure data transmission under all illumination and dark conditions. Numerical results show that by adopting the IR link, low level M-ary quadrature amplitude modulation can be always used. At low DLs, both the Rx sensitivity requirement of the VL signal and the required transmit power can be significantly alleviated while keeping a constant data rate at a BER <; 10-3.
{"title":"Efficient transmission under low dimming control levels in indoor visible light communications","authors":"Xiaodi You, Jian Chen, Changyuan Yu, Zabih Ghassemlooy","doi":"10.1109/CSNDSP.2016.7573899","DOIUrl":"https://doi.org/10.1109/CSNDSP.2016.7573899","url":null,"abstract":"In indoor visible light communication (VLC) systems based on orthogonal frequency division multiplexing (OFDM), employing multi-pulse position modulation (MPPM) for dimming control will affect the receiver (Rx) sensitivity requirement particularly at low dimming levels (DLs), thus affecting the system bit error rate (BER) performance. In this paper, we propose a hybrid visible light (VL) and infrared (IR) link, where the IR is used for downlink when the DL for VLC is very low. The “off” periods of MPPM is utilized for data transmission without affecting the illumination level. This arrangement will ensure data transmission under all illumination and dark conditions. Numerical results show that by adopting the IR link, low level M-ary quadrature amplitude modulation can be always used. At low DLs, both the Rx sensitivity requirement of the VL signal and the required transmit power can be significantly alleviated while keeping a constant data rate at a BER <; 10-3.","PeriodicalId":298711,"journal":{"name":"2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122433325","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 : 2016-07-20DOI: 10.1109/CSNDSP.2016.7573965
Qing Liu, Xiao-Zhi Zhang, W. Ling, Meilin Wang, Qingyun Dai
This paper proposes a filter window bank structure. It consists of a bank of single input single output analysis linear time invariant filters, a bank of analysis periodic windows, a bank of single input single output synthesis linear time invariant filters and a bank of synthesis periodic windows. Since the joint downsampling functions and the upsampling functions in conventional uniform filter banks, conventional nonuniform filter banks, conventional uniform block filter banks and conventional nonuniform block filter banks are particular types of periodic window functions, these conventional filter banks are particular types of the proposed filter window banks. This paper derives the exact perfect reconstruction conditions for the proposed filter window banks with both the constant and the time varying synthesis periodic window functions. Finally, the filter window banks with both the constant synthesis periodic window functions and the time varying periodic window functions are compared to conventional nonuniform filter banks and conventional nonuniform block filter banks.
{"title":"Exact perfect reconstruction of filter window bank with application to incompatible nonuniform filter banks","authors":"Qing Liu, Xiao-Zhi Zhang, W. Ling, Meilin Wang, Qingyun Dai","doi":"10.1109/CSNDSP.2016.7573965","DOIUrl":"https://doi.org/10.1109/CSNDSP.2016.7573965","url":null,"abstract":"This paper proposes a filter window bank structure. It consists of a bank of single input single output analysis linear time invariant filters, a bank of analysis periodic windows, a bank of single input single output synthesis linear time invariant filters and a bank of synthesis periodic windows. Since the joint downsampling functions and the upsampling functions in conventional uniform filter banks, conventional nonuniform filter banks, conventional uniform block filter banks and conventional nonuniform block filter banks are particular types of periodic window functions, these conventional filter banks are particular types of the proposed filter window banks. This paper derives the exact perfect reconstruction conditions for the proposed filter window banks with both the constant and the time varying synthesis periodic window functions. Finally, the filter window banks with both the constant synthesis periodic window functions and the time varying periodic window functions are compared to conventional nonuniform filter banks and conventional nonuniform block filter banks.","PeriodicalId":298711,"journal":{"name":"2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP)","volume":"114 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121210054","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 : 2016-07-20DOI: 10.1109/CSNDSP.2016.7574016
R. Fujdiak, Pavel Mašek, P. Mlynek, J. Misurec, Ekaterina Olshannikova
The Internet of Things (IoT), as expected infrastructure for envisioned concept of Smart City, brings new possibilities for the city management. IoT vision introduces promising and economical solutions for massive data collection and its analysis which can be applied in many domains and so make them operating more efficiently. In this paper, we are discussing one of the most challenging issues - municipal waste-collection within the Smart City. To optimize the logistic procedure of waste collection, we use own genetic algorithm implementation. The presented solution provides calculation of more efficient garbage-truck routes. As an output, we provide a set of simulations focused on mentioned area. All our algorithms are implemented within the integrated simulation framework which is developed as an open source solution with respect to future modifications.
{"title":"Using genetic algorithm for advanced municipal waste collection in Smart City","authors":"R. Fujdiak, Pavel Mašek, P. Mlynek, J. Misurec, Ekaterina Olshannikova","doi":"10.1109/CSNDSP.2016.7574016","DOIUrl":"https://doi.org/10.1109/CSNDSP.2016.7574016","url":null,"abstract":"The Internet of Things (IoT), as expected infrastructure for envisioned concept of Smart City, brings new possibilities for the city management. IoT vision introduces promising and economical solutions for massive data collection and its analysis which can be applied in many domains and so make them operating more efficiently. In this paper, we are discussing one of the most challenging issues - municipal waste-collection within the Smart City. To optimize the logistic procedure of waste collection, we use own genetic algorithm implementation. The presented solution provides calculation of more efficient garbage-truck routes. As an output, we provide a set of simulations focused on mentioned area. All our algorithms are implemented within the integrated simulation framework which is developed as an open source solution with respect to future modifications.","PeriodicalId":298711,"journal":{"name":"2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP)","volume":"159 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115411947","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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