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Journal Articles
- 2024
[j72]Jianbin Wu
, Sami Ahmed Haider, Heejung Yu, Muhammad Irshad, Mukesh Soni, Mohit Kumar Bhadla, Yousaf Bin Zikria:
An intelligent IoT intrusion detection system using HeInit-WGAN and SSO-BNMCNN based multivariate feature analysis. Eng. Appl. Artif. Intell. 127(Part A): 107132 (2024)- 2023
- [j71]Sharoon Saleem, Fawad Hussain, Waqar Amin, Rehan Ahmed, Yousaf Bin Zikria, Farruh Ishmanov, Heejung Yu:
A Survey on Dynamic Application Mapping Approaches for Real-Time Network-on-Chip-Based Platforms. IEEE Access 11: 122694-122721 (2023) - [j70]Muhammad Ali Naeem, Yousaf Bin Zikria, Rashid Ali, Usman Tariq, Yahui Meng, Ali Kashif Bashir:
Cache in fog computing design, concepts, contributions, and security issues in machine learning prospective. Digit. Commun. Networks 9(5): 1033-1052 (2023) - [j69]P. Karthik, P. Shanthi Bala, Akashdeep Bhardwaj, Salil Bharany, Heejung Yu, Yousaf Bin Zikria:
A novel subset-based polynomial design for enhancing the security of short message-digest with inflated avalanche and random responses. J. King Saud Univ. Comput. Inf. Sci. 35(1): 310-323 (2023) - [j68]Waqar Amin, Fawad Hussain, Sheraz Anjum, Sharoon Saleem, Naveed Khan Baloch, Yousaf Bin Zikria, Heejung Yu:
Efficient application mapping approach based on grey wolf optimization for network on chip. J. Netw. Comput. Appl. 219: 103729 (2023) - [j67]Furqan Rustam, Imran Ashraf, Anca Delia Jurcut, Ali Kashif Bashir, Yousaf Bin Zikria:
Malware detection using image representation of malware data and transfer learning. J. Parallel Distributed Comput. 172: 32-50 (2023) - [j66]Imran Ashraf, Yongwan Park, Yousaf Bin Zikria, Sadia Din:
Smartphone Sensors for Indoor Positioning. Sensors 23(8): 3811 (2023) - [j65]Nazia Bibi, Tauseef Rana, Ayesha Maqbool, Tamim Alkhalifah, Wazir Zada Khan, Ali Kashif Bashir, Yousaf Bin Zikria:
Reusable Component Retrieval: A Semantic Search Approach for Low-Resource Languages. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(5): 141:1-141:31 (2023) - [j64]Shehzad Ashraf Chaudhry, Khalid Yahya, Sahil Garg, Georges Kaddoum, Mohammad Mehedi Hassan, Yousaf Bin Zikria:
LAS-SG: An Elliptic Curve-Based Lightweight Authentication Scheme for Smart Grid Environments. IEEE Trans. Ind. Informatics 19(2): 1504-1511 (2023) - [j63]Shehzad Ashraf Chaudhry, Azeem Irshad, Muhammad Asghar Khan, Sajjad Ahmad Khan, Summera Nosheen, Ahmad Ali AlZubi, Yousaf Bin Zikria:
A Lightweight Authentication Scheme for 6G-IoT Enabled Maritime Transport System. IEEE Trans. Intell. Transp. Syst. 24(2): 2401-2410 (2023) - [j62]Imran Ashraf, Yongwan Park, Soojung Hur, Sung Won Kim, Roobaea Alroobaea, Yousaf Bin Zikria, Summera Nosheen:
A Survey on Cyber Security Threats in IoT-Enabled Maritime Industry. IEEE Trans. Intell. Transp. Syst. 24(2): 2677-2690 (2023) - 2022
- [j61]Muhammad Tanveer, Abd Ullah Khan, Ahmed Alkhayyat, Shehzad Ashraf Chaudhry, Yousaf Bin Zikria, Sung Won Kim:
REAS-TMIS: Resource-Efficient Authentication Scheme for Telecare Medical Information System. IEEE Access 10: 23008-23021 (2022) - [j60]Suleman Tahir, Muneeb Masood Raja, Nauman Razzaq, Alina Mirza, Wazir Zada Khan, Sung Won Kim, Yousaf Bin Zikria:
Extended Kalman Filter-Based Power Line Interference Canceller for Electrocardiogram Signal. Big Data 10(1): 34-53 (2022) - [j59]Misha Urooj Khan, Sana Samer, Mohammad Dahman Alshehri, Naveed Khan Baloch, Hareem Khan, Fawad Hussain, Sung Won Kim, Yousaf Bin Zikria:
Artificial neural network-based cardiovascular disease prediction using spectral features. Comput. Electr. Eng. 101: 108094 (2022) - [j58]Hafiza Syeda Zainab Kazmi, Nadeem Javaid, Muhammad Awais, Muhammad Tahir, Seong-O Shim, Yousaf Bin Zikria:
Congestion avoidance and fault detection in WSNs using data science techniques. Trans. Emerg. Telecommun. Technol. 33(3) (2022) - [j57]Farrukh Mehmood, Naveed Khan Baloch, Fawad Hussain, Waqar Amin, M. Shamim Hossain, Yousaf Bin Zikria, Heejung Yu:
An efficient and cost effective application mapping for network-on-chip using Andean condor algorithm. J. Netw. Comput. Appl. 200: 103319 (2022) - [j56]Junaid Nasir Qureshi, Muhammad Shoaib Farooq, Adnan Abid, Tariq Umer, Ali Kashif Bashir, Yousaf Bin Zikria:
Blockchain applications for the Internet of Things: Systematic review and challenges. Microprocess. Microsystems 94: 104632 (2022) - [j55]Imran Ashraf, Yousaf Bin Zikria, Sahil Garg, Yongwan Park, Georges Kaddoum, Satinder Singh:
Zero Touch Networks to Realize Virtualization: Opportunities, Challenges, and Future Prospects. IEEE Netw. 36(6): 251-259 (2022) - [j54]Muhammad Wahid Akram, Ali Kashif Bashir, Salman Shamshad, Muhammad Asad Saleem, Ahmad Ali AlZubi, Shehzad Ashraf Chaudhry, Bander A. Alzahrani, Yousaf Bin Zikria:
A Secure and Lightweight Drones-Access Protocol for Smart City Surveillance. IEEE Trans. Intell. Transp. Syst. 23(10): 19634-19643 (2022) - [j53]Sami Ahmed Haider, Yousaf Bin Zikria, Sahil Garg, Shahzor Ahmad, Mohammad Mehedi Hassan, Salman A. AlQahtani:
AI-Based Energy-Efficient UAV-Assisted IoT Data Collection with Integrated Trajectory and Resource Optimization. IEEE Wirel. Commun. 29(6): 30-36 (2022) - 2021
- [j52]Rashid Ali, Yousaf Bin Zikria, Ali Kashif Bashir, Sahil Garg, Hyung Seok Kim:
URLLC for 5G and Beyond: Requirements, Enabling Incumbent Technologies and Network Intelligence. IEEE Access 9: 67064-67095 (2021) - [j51]Imran Ashraf, Sadia Din, Muhammad Usman Ali, Soojung Hur, Yousaf Bin Zikria, Yongwan Park:
MagWi: Benchmark Dataset for Long Term Magnetic Field and Wi-Fi Data Involving Heterogeneous Smartphones, Multiple Orientations, Spatial Diversity and Multi-Floor Buildings. IEEE Access 9: 77976-77996 (2021) - [j50]Sher Ali, Amir Haider, MuhibUr Rahman, Muhammad Sohail, Yousaf Bin Zikria:
Deep Learning (DL) Based Joint Resource Allocation and RRH Association in 5G-Multi-Tier Networks. IEEE Access 9: 118357-118366 (2021) - [j49]Muhammad Junaid Mohiz, Naveed Khan Baloch, Fawad Hussain, Sharoon Saleem, Yousaf Bin Zikria, Heejung Yu:
Application Mapping Using Cuckoo Search Optimization With Lévy Flight for NoC-Based System. IEEE Access 9: 141778-141789 (2021) - [j48]Faisal Azam, Akash Rizvi, Wazir Zada Khan, Mohammed Y. Aalsalem, Heejung Yu, Yousaf Bin Zikria:
Aircraft Classification Based on PCA and Feature Fusion Techniques in Convolutional Neural Network. IEEE Access 9: 161683-161694 (2021) - [j47]Ali Tahir, Nadir Shah, Shahbaz Akhtar Abid, Wazir Zada Khan, Ali Kashif Bashir, Yousaf Bin Zikria:
A three-dimensional clustered peer-to-peer overlay protocol for mobile ad hoc networks. Comput. Electr. Eng. 94: 107364 (2021) - [j46]Zeeshan Ali, Shehzad Ashraf Chaudhry, Khalid Mahmood, Sahil Garg, Zhihan Lv, Yousaf Bin Zikria:
A clogging resistant secure authentication scheme for fog computing services. Comput. Networks 185: 107731 (2021) - [j45]Shehzad Ashraf Chaudhry, Khalid Yahya, Marimuthu Karuppiah, Rupak Kharel, Ali Kashif Bashir, Yousaf Bin Zikria:
GCACS-IoD: A certificate based generic access control scheme for Internet of drones. Comput. Networks 191: 107999 (2021) - [j44]Zahoor Ali Khan, Obaida Abdul Karim, Shahid Abbas, Nadeem Javaid, Yousaf Bin Zikria, Usman Tariq:
Q-learning based energy-efficient and void avoidance routing protocol for underwater acoustic sensor networks. Comput. Networks 197: 108309 (2021) - [j43]Shadab Alam, Mohammed Shuaib, Wazir Zada Khan, Sahil Garg, Georges Kaddoum, M. Shamim Hossain, Yousaf Bin Zikria:
Blockchain-based Initiatives: Current state and challenges. Comput. Networks 198: 108395 (2021) - [j42]Minahil Rana, Akasha Shafiq, Izwa Altaf, Mamoun Alazab, Khalid Mahmood, Shehzad Ashraf Chaudhry, Yousaf Bin Zikria:
A secure and lightweight authentication scheme for next generation IoT infrastructure. Comput. Commun. 165: 85-96 (2021) - [j41]Rashid Ali, Imran Ashraf, Ali Kashif Bashir, Yousaf Bin Zikria:
Reinforcement-Learning-Enabled Massive Internet of Things for 6G Wireless Communications. IEEE Commun. Stand. Mag. 5(2): 126-131 (2021) - [j40]Shehzad Ashraf Chaudhry, Jamel Nebhen, Azeem Irshad, Ali Kashif Bashir, Rupak Kharel, Keping Yu, Yousaf Bin Zikria:
A Physical Capture Resistant Authentication Scheme for the Internet of Drones. IEEE Commun. Stand. Mag. 5(4): 62-67 (2021) - [j39]Imran Ashraf, Yousaf Bin Zikria, Soojung Hur, Ali Kashif Bashir, Thamer Alhussain, Yongwan Park:
Localizing pedestrians in indoor environments using magnetic field data with term frequency paradigm and deep neural networks. Int. J. Mach. Learn. Cybern. 12(11): 3203-3219 (2021) - [j38]Yahui Meng, Muhammad Ali Naeem, Muhammad Sohail, Ali Kashif Bashir, Rashid Ali, Yousaf Bin Zikria:
Elastic caching solutions for content dissemination services of ip-based internet technologies prospective. Multim. Tools Appl. 80(11): 16997-17022 (2021) - [j37]Yahui Meng, Muhammad Ali Naeem, Muhammad Sohail, Ali Kashif Bashir, Rashid Ali, Yousaf Bin Zikria:
Correction to: Elastic caching solutions for content dissemination services of ip-based internet technologies prospective. Multim. Tools Appl. 80(11): 17023 (2021) - [j36]Rashid Ali, Yousaf Bin Zikria, Sahil Garg, Ali Kashif Bashir, Mohammad S. Obaidat, Hyung Seok Kim:
A Federated Reinforcement Learning Framework for Incumbent Technologies in Beyond 5G Networks. IEEE Netw. 35(4): 152-159 (2021) - [j35]Yousaf Bin Zikria, Rashid Ali, Muhammad Khalil Afzal, Sung Won Kim:
Next-Generation Internet of Things (IoT): Opportunities, Challenges, and Solutions. Sensors 21(4): 1174 (2021) - [j34]Saleha Sikandar, Naveed Khan Baloch, Fawad Hussain, Waqar Amin, Yousaf Bin Zikria, Heejung Yu:
An Optimized Nature-Inspired Metaheuristic Algorithm for Application Mapping in 2D-NoC. Sensors 21(15): 5102 (2021) - [j33]Muhammad Ibrahim, Naveed Khan Baloch, Sheraz Anjum, Yousaf Bin Zikria, Sung Won Kim:
An energy efficient and low overhead fault mitigation technique for internet of thing edge devices reliable on-chip communication. Softw. Pract. Exp. 51(12): 2393-2410 (2021) - [j32]Shehzad Ashraf Chaudhry, Azeem Irshad, Khalid Yahya, Neeraj Kumar, Mamoun Alazab, Yousaf Bin Zikria:
Rotating behind Privacy: An Improved Lightweight Authentication Scheme for Cloud-based IoT Environment. ACM Trans. Internet Techn. 21(3): 78:1-78:19 (2021) - 2020
- [j31]Ali Nauman, Yazdan Ahmad, Muhammad Amjad, Yousaf Bin Zikria, Muhammad Khalil Afzal, Sung Won Kim:
Multimedia Internet of Things: A Comprehensive Survey. IEEE Access 8: 8202-8250 (2020) - [j30]Arash Ostovar, Yousaf Bin Zikria, Hyung Seok Kim, Rashid Ali:
Optimization of Resource Allocation Model With Energy-Efficient Cooperative Sensing in Green Cognitive Radio Networks. IEEE Access 8: 141594-141610 (2020) - [j29]Imran Ashraf, Yousaf Bin Zikria, Soojung Hur, Yongwan Park:
A Comprehensive Analysis of Magnetic Field Based Indoor Positioning With Smartphones: Opportunities, Challenges and Practical Limitations. IEEE Access 8: 228548-228571 (2020) - [j28]Yousaf Bin Zikria, Muhammad Khalil Afzal, Sung Won Kim, Andrea Marin, Mohsen Guizani:
Deep learning for intelligent IoT: Opportunities, challenges and solutions. Comput. Commun. 164: 50-53 (2020) - [j27]Yazdan Ahmad Qadri, Ali Nauman, Yousaf Bin Zikria, Athanasios V. Vasilakos, Sung Won Kim:
The Future of Healthcare Internet of Things: A Survey of Emerging Technologies. IEEE Commun. Surv. Tutorials 22(2): 1121-1167 (2020) - [j26]Arslan Musaddiq, Yousaf Bin Zikria, Zulqarnain, Sung Won Kim:
Routing protocol for Low-Power and Lossy Networks for heterogeneous traffic network. EURASIP J. Wirel. Commun. Netw. 2020(1): 21 (2020) - [j25]Heejung Yu, Muhammad Khalil Afzal, Yousaf Bin Zikria, Abderrezak Rachedi, Frank H. P. Fitzek:
Tactile Internet: Technologies, test platforms, trials, and applications. Future Gener. Comput. Syst. 106: 685-688 (2020) - [j24]Rashid Ali, Ali Nauman, Yousaf Bin Zikria, Byung-Seo Kim, Sung Won Kim:
Performance optimization of QoS-supported dense WLANs using machine-learning-enabled enhanced distributed channel access (MEDCA) mechanism. Neural Comput. Appl. 32(17): 13107-13115 (2020) - [j23]Ayesha Pervaiz, Fawad Hussain, Huma Israr, Muhammad Ali Tahir, Fawad Riasat Raja, Naveed Khan Baloch, Farruh Ishmanov, Yousaf Bin Zikria:
Incorporating Noise Robustness in Speech Command Recognition by Noise Augmentation of Training Data. Sensors 20(8): 2326 (2020) - [j22]Yousaf Bin Zikria, Muhammad Khalil Afzal, Sung Won Kim:
Internet of Multimedia Things (IoMT): Opportunities, Challenges and Solutions. Sensors 20(8): 2334 (2020) - [j21]Muhammad Sohail, Rashid Ali, Muhammad Kashif, Sher Ali, Sumet Mehta, Yousaf Bin Zikria, Heejung Yu:
TrustWalker: An Efficient Trust Assessment in Vehicular Internet of Things (VIoT) with Security Consideration. Sensors 20(14): 3945 (2020) - [j20]Heejung Yu, Yousaf Bin Zikria:
Cognitive Radio Networks for Internet of Things and Wireless Sensor Networks. Sensors 20(18): 5288 (2020) - [j19]Muhammad Rashid, Naveed Khan Baloch, Muhammad Akmal Shafique, Fawad Hussain, Shahroon Saleem, Yousaf Bin Zikria, Heejung Yu:
Fault-Tolerant Network-On-Chip Router Architecture Design for Heterogeneous Computing Systems in the Context of Internet of Things. Sensors 20(18): 5355 (2020) - [j18]Misbah Farooq, Fawad Hussain, Naveed Khan Baloch, Fawad Riasat Raja, Heejung Yu, Yousaf Bin Zikria:
Impact of Feature Selection Algorithm on Speech Emotion Recognition Using Deep Convolutional Neural Network. Sensors 20(21): 6008 (2020) - [j17]Rizwan Majeed, Nurul Azma Abdullah, Imran Ashraf, Yousaf Bin Zikria, Muhammad Faheem Mushtaq, Muhammad Umer, Chenxi Huang:
An Intelligent, Secure, and Smart Home Automation System. Sci. Program. 2020: 4579291:1-4579291:14 (2020) - 2019
- [j16]Rashid Ali, Nurullah Shahin, Yousaf Bin Zikria, Byung-Seo Kim, Sung Won Kim:
Deep Reinforcement Learning Paradigm for Performance Optimization of Channel Observation-Based MAC Protocols in Dense WLANs. IEEE Access 7: 3500-3511 (2019) - [j15]Fadi Al-Turjman, Enver Ever, Yousaf Bin Zikria, Sung Won Kim, Abdulmalik Obaidah Elmahgiubi:
SAHCI: Scheduling Approach for Heterogeneous Content-Centric IoT Applications. IEEE Access 7: 80342-80349 (2019) - [j14]Rashid Ali, Yazdan Ahmad, Yousaf Bin Zikria, Tariq Umer, Byung-Seo Kim, Sung Won Kim:
Q-learning-enabled channel access in next-generation dense wireless networks for IoT-based eHealth systems. EURASIP J. Wirel. Commun. Netw. 2019: 178 (2019) - [j13]Muhammad Khalil Afzal, Mubashir Husain Rehmani, Yousaf Bin Zikria, Qiang Ni:
Data-driven intelligence in wireless networks: Issues, challenges, and solution. Trans. Emerg. Telecommun. Technol. 30(8) (2019) - [j12]Yousaf Bin Zikria, Sung Won Kim, Oliver Hahm, Muhammad Khalil Afzal, Mohammed Y. Aalsalem:
Internet of Things (IoT) Operating Systems Management: Opportunities, Challenges, and Solution. Sensors 19(8): 1793 (2019) - [j11]Yahui Meng, Muhammad Ali Naeem, Rashid Ali, Yousaf Bin Zikria, Sung Won Kim:
DCS: Distributed Caching Strategy at the Edge of Vehicular Sensor Networks in Information-Centric Networking. Sensors 19(20): 4407 (2019) - 2018
- [j10]Arslan Musaddiq, Yousaf Bin Zikria, Oliver Hahm, Heejung Yu, Ali Kashif Bashir, Sung Won Kim:
A Survey on Resource Management in IoT Operating Systems. IEEE Access 6: 8459-8482 (2018) - [j9]Muhammad Khalil Afzal, Yousaf Bin Zikria, Shahid Mumtaz, Ammar Rayes, Anwer Al-Dulaimi, Mohsen Guizani:
Unlocking 5G Spectrum Potential for Intelligent IoT: Opportunities, Challenges, and Solutions. IEEE Commun. Mag. 56(10): 92-93 (2018) - [j8]Yousaf Bin Zikria, Muhammad Khalil Afzal, Farruh Ishmanov, Sung Won Kim, Heejung Yu:
A survey on routing protocols supported by the Contiki Internet of things operating system. Future Gener. Comput. Syst. 82: 200-219 (2018) - [j7]Yousaf Bin Zikria, Heejung Yu, Muhammad Khalil Afzal, Mubashir Husain Rehmani, Oliver Hahm:
Internet of Things (IoT): Operating System, Applications and Protocols Design, and Validation Techniques. Future Gener. Comput. Syst. 88: 699-706 (2018) - [j6]Yousaf Bin Zikria, Farruh Ishmanov, Muhammad Khalil Afzal, Sung Won Kim, Seung Yeob Nam, Heejung Yu:
Opportunistic channel selection MAC protocol for cognitive radio ad hoc sensor networks in the internet of things. Sustain. Comput. Informatics Syst. 18: 112-120 (2018) - 2017
- [j5]Illa Ul Rasool, Yousaf Bin Zikria, Sung Won Kim:
A review of wireless access vehicular environment multichannel operational medium access control protocols: Quality-of-service analysis and other related issues. Int. J. Distributed Sens. Networks 13(5) (2017) - [j4]Farruh Ishmanov, Yousaf Bin Zikria:
Trust Mechanisms to Secure Routing in Wireless Sensor Networks: Current State of the Research and Open Research Issues. J. Sensors 2017: 4724852:1-4724852:16 (2017) - 2015
- [j3]Yousaf Bin Zikria, Sung Won Kim, Heejung Yu, Seung Yeob Nam:
An Analytical Approach to Opportunistic Transmission under Rayleigh Fading Channels. Int. J. Distributed Sens. Networks 11: 725198:1-725198:8 (2015) - [j2]Yousaf Bin Zikria, Sumera Nosheen, Jin-Ghoo Choi, Sung Won Kim:
Heuristic Approach to Select Opportunistic Routing Forwarders (HASORF) to Enhance Throughput for Wireless Sensor Networks. J. Sensors 2015: 634759:1-634759:10 (2015) - [j1]Yousaf Bin Zikria, Sumera Nosheen, Farruh Ishmanov, Sung Won Kim:
Opportunistic Hybrid Transport Protocol (OHTP) for Cognitive Radio Ad Hoc Sensor Networks. Sensors 15(12): 31672-31686 (2015)
Conference and Workshop Papers
- 2019
- [c8]Ali Nauman, Muhammad Ali Jamshed, Yazdan Ahmad, Rashid Ali, Yousaf Bin Zikria, Sung Won Kim:
An Intelligent Deterministic D2D Communication in Narrow-band Internet of Things. IWCMC 2019: 2111-2115 - 2018
- [c7]Arslan Musaddiq, Yousaf Bin Zikria, Sung Won Kim:
Energy-Aware Adaptive Trickle Timer Algorithm for RPL-based Routing in the Internet of Things. ITNAC 2018: 1-6 - 2017
- [c6]Arslan Musaddiq, Yousaf Bin Zikria, Rashid Ali, Illa Ul Rasool, Sung Won Kim:
Congestion control routing using optimal channel assignment mechanism in wireless mesh network. ICUFN 2017: 355-360 - [c5]Waqas Khalid, Heejung Yu, Yousaf Bin Zikria:
Improvement of spectrum utilization with retransmission in cognitive radio networks: Analytical approach. ICUMT 2017: 352-357 - [c4]Rashid Ali, Yousaf Bin Zikria, Farhan Amin, Byung-Seo Kim, Sung Won Kim:
I-DTMC: An Integrated-Discrete Time Markov Chain Model for Performance Analysis in Future WLANs. LCN Workshops 2017: 160-164 - [c3]Rojeena Bajracharya, Rakesh Shrestha, Yousaf Bin Zikria, Sung Won Kim:
LTE or LAA: Choosing Network Mode for My Mobile Phone in 5G Network. VTC Spring 2017: 1-4 - 2010
- [c2]Khurram Murad, Syed Noor-ul-Hassan Shirazi, Yousaf Bin Zikria, Nassar Ikram:
Evading Virus Detection Using Code Obfuscation. FGIT 2010: 394-401 - 2008
- [c1]Yousaf Bin Zikria, Shahzad Ali Malik, Hassan Ahmed, Sumera Nosheen, Naeem Zafar Azeemi, Shahid A. Khan:
Video Transport over Heterogeneous Networks Using SCTP and DCCP. IMTIC 2008: 180-190
Data and Artifacts
- 2022
- [d1]Imran Ashraf, Sadia Din, Muhammad Usman Ali, Soojung Hur, Yousaf Bin Zikria, Yongwan Park:
MagWi: Benchmark dataset for long term magnetic field and Wi-Fi data involving heterogeneous smartphones, multiple orientations, spatial diversity and multi-floor buildings. IEEE DataPort, 2022
Coauthor Index
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