A Smart Hybrid System for Parking Space Reservation in VANET
Nowadays, developed and developing countries using smart systems to solve their transportation problems. Parking guidance intelligent systems for finding an available parking space, are considered one of the architectural requirements in transportation. In this paper, we present a parking space rese...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Science and Research Branch,Islamic Azad University
2017-02-01
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| Series: | Journal of Advances in Computer Engineering and Technology |
| Subjects: | |
| Online Access: | http://jacet.srbiau.ac.ir/article_9879_bda085b4c4f86fb164cc30ad3649e9ae.pdf |
| _version_ | 1819259027846070272 |
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| author | Farhad Rad hadi pazhokhzadeh hamid parvin |
| author_facet | Farhad Rad hadi pazhokhzadeh hamid parvin |
| author_sort | Farhad Rad |
| collection | DOAJ |
| description | Nowadays, developed and developing countries using smart systems to solve their transportation problems. Parking guidance intelligent systems for finding an available parking space, are considered one of the architectural requirements in transportation. In this paper, we present a parking space reservation method based on adaptive neuro-fuzzy system(ANFIS) and multi-objective genetic algorithm. In modeling of this system, final destination, searching time and cost of parking space have been used. Also, we use the vehicle ad-hoc network (VANET) and time series, for traffic flow predict and choose the best path. The benefits of the proposed system are declining searching time, average the walking and travel time. Evaluations have been performed by the MATLAB and we can see that the proposed method makes a good sum of best cost which is useful and meaningful in a parking space reserved for drivers and facility managers. The simulation results show that the performance and accuracy of the method have been significantly improved compared to previous works. |
| first_indexed | 2024-12-23T19:03:29Z |
| format | Article |
| id | doaj.art-160eeb0a39554da5a3196b4f798c08e9 |
| institution | Directory Open Access Journal |
| issn | 2423-4192 2423-4206 |
| language | English |
| last_indexed | 2024-12-23T19:03:29Z |
| publishDate | 2017-02-01 |
| publisher | Science and Research Branch,Islamic Azad University |
| record_format | Article |
| series | Journal of Advances in Computer Engineering and Technology |
| spelling | doaj.art-160eeb0a39554da5a3196b4f798c08e92022-12-21T17:34:39ZengScience and Research Branch,Islamic Azad UniversityJournal of Advances in Computer Engineering and Technology2423-41922423-42062017-02-013111189879A Smart Hybrid System for Parking Space Reservation in VANETFarhad Rad0hadi pazhokhzadeh1hamid parvin2yasooj branch,islamic azad universityislamic azad universityislamic azad universityNowadays, developed and developing countries using smart systems to solve their transportation problems. Parking guidance intelligent systems for finding an available parking space, are considered one of the architectural requirements in transportation. In this paper, we present a parking space reservation method based on adaptive neuro-fuzzy system(ANFIS) and multi-objective genetic algorithm. In modeling of this system, final destination, searching time and cost of parking space have been used. Also, we use the vehicle ad-hoc network (VANET) and time series, for traffic flow predict and choose the best path. The benefits of the proposed system are declining searching time, average the walking and travel time. Evaluations have been performed by the MATLAB and we can see that the proposed method makes a good sum of best cost which is useful and meaningful in a parking space reserved for drivers and facility managers. The simulation results show that the performance and accuracy of the method have been significantly improved compared to previous works.http://jacet.srbiau.ac.ir/article_9879_bda085b4c4f86fb164cc30ad3649e9ae.pdfVANETmulti-objective genetic algorithmANFISreservation |
| spellingShingle | Farhad Rad hadi pazhokhzadeh hamid parvin A Smart Hybrid System for Parking Space Reservation in VANET Journal of Advances in Computer Engineering and Technology VANET multi-objective genetic algorithm ANFIS reservation |
| title | A Smart Hybrid System for Parking Space Reservation in VANET |
| title_full | A Smart Hybrid System for Parking Space Reservation in VANET |
| title_fullStr | A Smart Hybrid System for Parking Space Reservation in VANET |
| title_full_unstemmed | A Smart Hybrid System for Parking Space Reservation in VANET |
| title_short | A Smart Hybrid System for Parking Space Reservation in VANET |
| title_sort | smart hybrid system for parking space reservation in vanet |
| topic | VANET multi-objective genetic algorithm ANFIS reservation |
| url | http://jacet.srbiau.ac.ir/article_9879_bda085b4c4f86fb164cc30ad3649e9ae.pdf |
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