Pub Date : 2019-10-01DOI: 10.1109/CAMA47423.2019.8959813
Anshari Akbar, F. Zulkifli, E. Rahardjo
Substrate Integrated Waveguide (SIW) antenna is a planar form of conventional waveguide antenna. SIW is designed to reduce the size and cost of rectangular waveguide (RWG) and make it easy to be integrated with planar component. There are many studies on SIW antennas have been carried out to improve bandwidth, one of the methods used is designing the slot model of SIW. This study discusses the efforts to increase the bandwidth of the antenna using the SIW dual Slot V shape Antenna facing out towards the center line SIW. The antenna is designed at a frequency of 10 GHz. Based on the simulation results obtained bandwidth of 803 MHz, and the measurement results of 780 MHZ. While the results of the radiation pattern simulation obtained an antenna gain of 8.7dB and the measurement results obtained at 9.52 dB.
{"title":"Bandwidth Enhancement Substrate Integrated Waveguide (SIW) Antenna V-Shape Slot for X Band Application","authors":"Anshari Akbar, F. Zulkifli, E. Rahardjo","doi":"10.1109/CAMA47423.2019.8959813","DOIUrl":"https://doi.org/10.1109/CAMA47423.2019.8959813","url":null,"abstract":"Substrate Integrated Waveguide (SIW) antenna is a planar form of conventional waveguide antenna. SIW is designed to reduce the size and cost of rectangular waveguide (RWG) and make it easy to be integrated with planar component. There are many studies on SIW antennas have been carried out to improve bandwidth, one of the methods used is designing the slot model of SIW. This study discusses the efforts to increase the bandwidth of the antenna using the SIW dual Slot V shape Antenna facing out towards the center line SIW. The antenna is designed at a frequency of 10 GHz. Based on the simulation results obtained bandwidth of 803 MHz, and the measurement results of 780 MHZ. While the results of the radiation pattern simulation obtained an antenna gain of 8.7dB and the measurement results obtained at 9.52 dB.","PeriodicalId":170627,"journal":{"name":"2019 IEEE Conference on Antenna Measurements & Applications (CAMA)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122930413","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 : 2019-10-01DOI: 10.1109/CAMA47423.2019.8959779
Romain Fouenilloux, L. Ferro-Famil, S. Mérie, Olivier Lacrouts
This paper proposes a technique able to improve the angular resolution of a scanning radar, i.e. to discriminate the responses of objects located in the main beam of the radar scan, in the extreme case of an unknown antenna pattern. The blind estimation of the effective antenna scattering features is conducted in the angular spectral domain, exploiting the principle of circular convolution. Angular resolution improvement may be achieved through numerous techniques, and a well-known deconvolution approach, called the Richardson-Lucy iterative techniques, is used in this study for illustration purposes. The effectiveness of the proposed approach is demonstrated using both simulated signals and real acquisitions performed using an X-Band maritime navigation radar designed within the Diades Marine company. Results indicate that applying deconvolution techniques using erroneous antenna diagrams leads to numerous false alarms and globally poor discrimination performance. The proposed technique permits to overcome this limitation and reaches comparable to the ones obtained in the case of an ideal antenna diaaram.
{"title":"Improving the Angular Resolution of a Scanning Radar with Imperfectly Known Antenna Patterns","authors":"Romain Fouenilloux, L. Ferro-Famil, S. Mérie, Olivier Lacrouts","doi":"10.1109/CAMA47423.2019.8959779","DOIUrl":"https://doi.org/10.1109/CAMA47423.2019.8959779","url":null,"abstract":"This paper proposes a technique able to improve the angular resolution of a scanning radar, i.e. to discriminate the responses of objects located in the main beam of the radar scan, in the extreme case of an unknown antenna pattern. The blind estimation of the effective antenna scattering features is conducted in the angular spectral domain, exploiting the principle of circular convolution. Angular resolution improvement may be achieved through numerous techniques, and a well-known deconvolution approach, called the Richardson-Lucy iterative techniques, is used in this study for illustration purposes. The effectiveness of the proposed approach is demonstrated using both simulated signals and real acquisitions performed using an X-Band maritime navigation radar designed within the Diades Marine company. Results indicate that applying deconvolution techniques using erroneous antenna diagrams leads to numerous false alarms and globally poor discrimination performance. The proposed technique permits to overcome this limitation and reaches comparable to the ones obtained in the case of an ideal antenna diaaram.","PeriodicalId":170627,"journal":{"name":"2019 IEEE Conference on Antenna Measurements & Applications (CAMA)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128567621","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 : 2019-10-01DOI: 10.1109/CAMA47423.2019.8959583
A. Widarta
Attenuation standards in the frequency range of 9 kHz to 50 GHz have been established at the National Metrology Institute of Japan (NMIJ/AIST) for ensuring traceability of antenna and EMC measurements in Japan. The standards were realized by two originally developed precision attenuation measurement systems based on the intermediate frequency (IF) substitution method. The first system works in the frequency range of 9 kHz to 1 GHz, built in the highest accuracy dual channel null detection configuration using an inductive voltage divider (IVD) at 1 kHz as IF reference standard. The second system functions to extend the frequency range of 1 GHz to 50 GHz, built in a simple single channel configuration using a step attenuator at 30 MHz as IF reference standard. Traceability of the IVD is obtained directly to the Japan national standard of low-frequency voltage ratio, however, the traceability of the step attenuator standard is obtained through calibration using the first system. Attenuation calibration and measurement capabilities range from 0 to 110 dB with a frequency range of 9 kHz to 50 GHz and an expanded uncertainty range of 0.002 dB to 0.068 dB.
{"title":"Broadband RF Attenuation Standards for Traceability of Antenna and EMC Measurements in Japan","authors":"A. Widarta","doi":"10.1109/CAMA47423.2019.8959583","DOIUrl":"https://doi.org/10.1109/CAMA47423.2019.8959583","url":null,"abstract":"Attenuation standards in the frequency range of 9 kHz to 50 GHz have been established at the National Metrology Institute of Japan (NMIJ/AIST) for ensuring traceability of antenna and EMC measurements in Japan. The standards were realized by two originally developed precision attenuation measurement systems based on the intermediate frequency (IF) substitution method. The first system works in the frequency range of 9 kHz to 1 GHz, built in the highest accuracy dual channel null detection configuration using an inductive voltage divider (IVD) at 1 kHz as IF reference standard. The second system functions to extend the frequency range of 1 GHz to 50 GHz, built in a simple single channel configuration using a step attenuator at 30 MHz as IF reference standard. Traceability of the IVD is obtained directly to the Japan national standard of low-frequency voltage ratio, however, the traceability of the step attenuator standard is obtained through calibration using the first system. Attenuation calibration and measurement capabilities range from 0 to 110 dB with a frequency range of 9 kHz to 50 GHz and an expanded uncertainty range of 0.002 dB to 0.068 dB.","PeriodicalId":170627,"journal":{"name":"2019 IEEE Conference on Antenna Measurements & Applications (CAMA)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123625694","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 : 2019-10-01DOI: 10.1109/CAMA47423.2019.8959684
Ming-Han Liang, Yu-ren Chen, Wen‐Shan Chen
The paper presents a design of 5G C-band and WLAN MIMO antennas for laptop computers. There are two sets of MIMO antennas operating at 5G C-band with a loop antenna operating at WLAN and acting as an isolation device between two sets. The set of MIMO antennas is designed with a coupled-fed meandered loop located at the top edge of the display ground. Loop antenna is placed between two sets of MIMO antennas. The MIMO antennas can cover the 5G C-band (3.3–3.8 GHz). The loop antenna resonates the band of WLAN. The MIMO antennas size is 12 × 75 × 4 mm3 and the loop antenna size is 15.8. × 15.8 mm3. And the antennas implemented on 0.8mm thick substrate of FR-4. The size of the system ground made of copper sheet with a thickness of 0.1 mm is 200 × 310 mm2.
{"title":"Design of MIMO Antennas for 5G C-band/WLAN Operation in the Laptop Computer","authors":"Ming-Han Liang, Yu-ren Chen, Wen‐Shan Chen","doi":"10.1109/CAMA47423.2019.8959684","DOIUrl":"https://doi.org/10.1109/CAMA47423.2019.8959684","url":null,"abstract":"The paper presents a design of 5G C-band and WLAN MIMO antennas for laptop computers. There are two sets of MIMO antennas operating at 5G C-band with a loop antenna operating at WLAN and acting as an isolation device between two sets. The set of MIMO antennas is designed with a coupled-fed meandered loop located at the top edge of the display ground. Loop antenna is placed between two sets of MIMO antennas. The MIMO antennas can cover the 5G C-band (3.3–3.8 GHz). The loop antenna resonates the band of WLAN. The MIMO antennas size is 12 × 75 × 4 mm3 and the loop antenna size is 15.8. × 15.8 mm3. And the antennas implemented on 0.8mm thick substrate of FR-4. The size of the system ground made of copper sheet with a thickness of 0.1 mm is 200 × 310 mm2.","PeriodicalId":170627,"journal":{"name":"2019 IEEE Conference on Antenna Measurements & Applications (CAMA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124379939","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 : 2019-10-01DOI: 10.1109/CAMA47423.2019.8959695
Dwi Astuti Cahyasiwi, F. Zulkifli, E. Rahardjo
The studies of the filtering antenna have performed many methods and type of resonators used in co-design between the filter and antenna. But none of them using the interdigital resonator with a via through hole. Interdigital resonator with a via through hole has a unique characteristic for it is short-circuited at one end and open circuited at the other. This condition is expected to have an effect to the electric field and the surface current direction. This paper performs a second order of the interdigital filter co-design with a proximity fed rectangular patch antenna. The simulation shows that the interdigital resonator with a via through hole affects the polarization of the antenna from a vertical polarization alter to a slant polarization. The design is fabricated and measured, both the simulation and measurement show a good agreement with a bandwidth of 330 Mhz at 4.65 GHz center frequency, maximum gain of 6.72 dBi and a −75° slant polarization.
{"title":"Stacked Interdigital Filtering Antenna with Slant Polarization","authors":"Dwi Astuti Cahyasiwi, F. Zulkifli, E. Rahardjo","doi":"10.1109/CAMA47423.2019.8959695","DOIUrl":"https://doi.org/10.1109/CAMA47423.2019.8959695","url":null,"abstract":"The studies of the filtering antenna have performed many methods and type of resonators used in co-design between the filter and antenna. But none of them using the interdigital resonator with a via through hole. Interdigital resonator with a via through hole has a unique characteristic for it is short-circuited at one end and open circuited at the other. This condition is expected to have an effect to the electric field and the surface current direction. This paper performs a second order of the interdigital filter co-design with a proximity fed rectangular patch antenna. The simulation shows that the interdigital resonator with a via through hole affects the polarization of the antenna from a vertical polarization alter to a slant polarization. The design is fabricated and measured, both the simulation and measurement show a good agreement with a bandwidth of 330 Mhz at 4.65 GHz center frequency, maximum gain of 6.72 dBi and a −75° slant polarization.","PeriodicalId":170627,"journal":{"name":"2019 IEEE Conference on Antenna Measurements & Applications (CAMA)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124065574","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 : 2019-10-01DOI: 10.1109/CAMA47423.2019.8959616
Chi-Fang Huang, H. Chao
This work is to present a method combing measurement and computer simulation techniques to determine the relative permeability of metallic wires. By constructing a test bed on which the wire under evaluation, it is used to form a two-wire transmission line. The permeability is found out when its set value in the simulation model offers the same simulated characteristic impedance with the measured one on the test bed by a TDR (Time-Domain Reflectometry).
{"title":"Permeability Determination of Metallic Wires by a Method Combining Measurement and Computer Simulation","authors":"Chi-Fang Huang, H. Chao","doi":"10.1109/CAMA47423.2019.8959616","DOIUrl":"https://doi.org/10.1109/CAMA47423.2019.8959616","url":null,"abstract":"This work is to present a method combing measurement and computer simulation techniques to determine the relative permeability of metallic wires. By constructing a test bed on which the wire under evaluation, it is used to form a two-wire transmission line. The permeability is found out when its set value in the simulation model offers the same simulated characteristic impedance with the measured one on the test bed by a TDR (Time-Domain Reflectometry).","PeriodicalId":170627,"journal":{"name":"2019 IEEE Conference on Antenna Measurements & Applications (CAMA)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132974875","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 : 2019-10-01DOI: 10.1109/CAMA47423.2019.8959565
Tanaporn Pechrkool, Nonchanutt Chudnooti, Nattapong Duangrit, S. Chaimool, P. Akkaraekthalin
This paper presents the liquid-mixture sensor using a zeroth-order resonator (ZOR) based on mushroom-like structure. The mushroom-like structure is designed using Jerusalem shape for reducing the size of a resonator and providing a high Q-factor that operating frequency at 5.90 GHz. By using the perturbation theory, each dielectric properties of the liquid-mixture affect to the resonance frequency. In this paper, four conditions, only zeroth-order resonator sensor, with empty Teflon tube, inserting deionized water and inserting Sodium Chloride solution (NaCl), are investigated the sensor performance with the reflection coefficient,| S11|, technique. The measured can classify the liquid under test (LUT) by detecting the resonant frequency change of the reflection coefficient,| S11|. The zeroth-order resonator sensor also offers other advantages, e.g., non-destructive method, real-time monitoring and no life-cycle limitation.
{"title":"Zeroth-Order Resonator Based on Mushroom-like Structure for Liquid Mixture Concentration Sensing of Sodium Chloride Solution","authors":"Tanaporn Pechrkool, Nonchanutt Chudnooti, Nattapong Duangrit, S. Chaimool, P. Akkaraekthalin","doi":"10.1109/CAMA47423.2019.8959565","DOIUrl":"https://doi.org/10.1109/CAMA47423.2019.8959565","url":null,"abstract":"This paper presents the liquid-mixture sensor using a zeroth-order resonator (ZOR) based on mushroom-like structure. The mushroom-like structure is designed using Jerusalem shape for reducing the size of a resonator and providing a high Q-factor that operating frequency at 5.90 GHz. By using the perturbation theory, each dielectric properties of the liquid-mixture affect to the resonance frequency. In this paper, four conditions, only zeroth-order resonator sensor, with empty Teflon tube, inserting deionized water and inserting Sodium Chloride solution (NaCl), are investigated the sensor performance with the reflection coefficient,| S11|, technique. The measured can classify the liquid under test (LUT) by detecting the resonant frequency change of the reflection coefficient,| S11|. The zeroth-order resonator sensor also offers other advantages, e.g., non-destructive method, real-time monitoring and no life-cycle limitation.","PeriodicalId":170627,"journal":{"name":"2019 IEEE Conference on Antenna Measurements & Applications (CAMA)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115352145","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 : 2019-10-01DOI: 10.1109/CAMA47423.2019.8959564
E. Shirokova, I. Shirokov
Further investigations in design and operation of the active RX-TX antenna are discussed in the paper. The design of active antenna is realized due to the use of regenerative reflective amplifier, which has an opened resonant system. This resonant system (microstrip patch) effectively radiates and receives the microwave. The experimental investigations in gain increasing of active RX-TX antenna are presented in this section of studies. It is shown the active antenna can operate in receiving and transmitting modes. No switching between these modes does need to be implemented. Described active antenna can operate in both modes simultaneously. The active antenna possesses the simplest design, it has perfect electrical characteristics, and in conjunction with mentioned above operation features one makes this active antenna irreplaceable in a lot of applications, first of all in transponder design of RFID system, in antenna array design etc.
{"title":"Experimental Investigation of Active Antenna","authors":"E. Shirokova, I. Shirokov","doi":"10.1109/CAMA47423.2019.8959564","DOIUrl":"https://doi.org/10.1109/CAMA47423.2019.8959564","url":null,"abstract":"Further investigations in design and operation of the active RX-TX antenna are discussed in the paper. The design of active antenna is realized due to the use of regenerative reflective amplifier, which has an opened resonant system. This resonant system (microstrip patch) effectively radiates and receives the microwave. The experimental investigations in gain increasing of active RX-TX antenna are presented in this section of studies. It is shown the active antenna can operate in receiving and transmitting modes. No switching between these modes does need to be implemented. Described active antenna can operate in both modes simultaneously. The active antenna possesses the simplest design, it has perfect electrical characteristics, and in conjunction with mentioned above operation features one makes this active antenna irreplaceable in a lot of applications, first of all in transponder design of RFID system, in antenna array design etc.","PeriodicalId":170627,"journal":{"name":"2019 IEEE Conference on Antenna Measurements & Applications (CAMA)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115750320","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 : 2019-10-01DOI: 10.1109/CAMA47423.2019.8959778
A. Katsuta, H. Arai, Masami Arai
This paper proposes a non-resonant E-field probe consisting of open ended semi-ridged cable with partly shorted by conductor strip. Non-resonant and electrically small coupling aperture do not affect measured antenna characteristics in very near and near filed measurement. The principle of its single polarization characteristic is explained by showing electric field distributions near the aperture and the coupling with measured antennas are also presented. We fabricate prototype probe by semi-ridge cable of 3.58mm in diameter and evaluate its antenna factor by Near-field to Far-field transformation(NFFFT).
{"title":"Non-Resonant E-Field Coaxial Probe for Very Near and Near Field Measurements","authors":"A. Katsuta, H. Arai, Masami Arai","doi":"10.1109/CAMA47423.2019.8959778","DOIUrl":"https://doi.org/10.1109/CAMA47423.2019.8959778","url":null,"abstract":"This paper proposes a non-resonant E-field probe consisting of open ended semi-ridged cable with partly shorted by conductor strip. Non-resonant and electrically small coupling aperture do not affect measured antenna characteristics in very near and near filed measurement. The principle of its single polarization characteristic is explained by showing electric field distributions near the aperture and the coupling with measured antennas are also presented. We fabricate prototype probe by semi-ridge cable of 3.58mm in diameter and evaluate its antenna factor by Near-field to Far-field transformation(NFFFT).","PeriodicalId":170627,"journal":{"name":"2019 IEEE Conference on Antenna Measurements & Applications (CAMA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128832839","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 : 2019-10-01DOI: 10.1109/CAMA47423.2019.8959663
S. Aikawa, Shinichiro Yamamoto, Takuma Muramatsu
This contribution focuses on indoor localization by Finger Print method using RSSI of wireless LAN access point (AP). In recent years, there are lively animated discussions on the localization methods using Deep Learning. We proposed Finger Print based on the Convolutional Neural Network (CNN). Establish the adjacency relationship among APs as a two-dimensional model and use it to make the CNN model for Finger Print localization. In order to confirm the improvement of the localization accuracy by this proposal, we verified by experimental data.
{"title":"CNN Localization using AP Inverse Position Estimation","authors":"S. Aikawa, Shinichiro Yamamoto, Takuma Muramatsu","doi":"10.1109/CAMA47423.2019.8959663","DOIUrl":"https://doi.org/10.1109/CAMA47423.2019.8959663","url":null,"abstract":"This contribution focuses on indoor localization by Finger Print method using RSSI of wireless LAN access point (AP). In recent years, there are lively animated discussions on the localization methods using Deep Learning. We proposed Finger Print based on the Convolutional Neural Network (CNN). Establish the adjacency relationship among APs as a two-dimensional model and use it to make the CNN model for Finger Print localization. In order to confirm the improvement of the localization accuracy by this proposal, we verified by experimental data.","PeriodicalId":170627,"journal":{"name":"2019 IEEE Conference on Antenna Measurements & Applications (CAMA)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125341573","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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