Dr. Yaguang Zhang

Dr. Yaguang Zhang

Clinical Assistant Professor at Purdue University. Hobbyist Artist.

Publications

Magazines

  1. Zhang, Y., Love, D.J., Krogmeier, J.V., Anderson, C.R., Heath, R.W. and Buckmaster, D.R., 2021. Challenges and opportunities of future rural wireless communications. IEEE Communications Magazine, 59(12), pp.16-22. DOI: 10.1109/MCOM.001.2100280. [arXiv preprint]

Journals

  1. Keshavamurthy, B., Zhang, Y., Anderson, C.R., Michelusi, N., Krogmeier, J.V. and Love, D.J. Empirical validation of millimeter wave channel models via a V2X measurement campaign. To be submitted to IEEE Transactions on Antennas and Propagation.

  2. Wang, Y., Zhang, Y., Buckmaster, D.R. and Krogmeier, J.V., 2023. A methodology for combine performance analyses in wheat harvests with GNSS data. Journal of the ASABE. 66(6): 1391-1414. DOI: 10.13031/ja.15388.

  3. Jha, S., Zhang, Y., Park, B., Cho, S., Krogmeier, J.V., Bagchi, T. and Haddock, J.E., 2023. Data-driven web-based patching management tool using multi-sensor pavement structure measurements. Transportation Research Record. DOI: 10.1177/03611981231167161.

  4. Zhang, Y., Krogmeier, J.V., Anderson, C.R. and Love, D.J., 2023. Large-scale cellular coverage simulation and analyses for follow-me UAV data relay. IEEE Transactions on Wireless Communications. DOI: 10.1109/TWC.2023.3298546.

  5. Zhang, Y., Jyoti, S., Anderson, C.R., Michelusi, N., Love, D.J., Sprintson, A. and Krogmeier, J.V., 2021, July. Improving millimeter-wave channel models for suburban environments with site-specific geometric features. Applied Computational Electromagnetics Society (ACES) Journal, 34(02), pp. 375–378. [Open access]

  6. Zhang, Y., Krogmeier, J.V., Ault, A. and Buckmaster, D.R., 2020. APT3: automated product traceability trees generated from GPS tracks. Transactions of the ASABE, 63(3), pp.571-582. DOI: 10.13031/trans.13384.

  7. Zhang, Y., Anderson, C.R., Michelusi, N., Love, D.J., Baker, K.R. and Krogmeier, J.V., 2019, June. Propagation modeling through foliage in a coniferous forest at 28 GHz. IEEE Wireless Communications Letters, vol. 8, no. 3, pp. 901-904. DOI: 10.1109/LWC.2019.2899299. [arXiv preprint]

Conferences

  1. Zhang, Y., Ault, A. and Krogmeier, J.V. Automated record keeping for statewide winter road maintenance using telematics tracks. Submitted to 2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring).

  2. Mohamed, A.P., Lee, B., Zhang, Y., Hollingsworth M. and Anderson, C.R., 2023. Simulation-enhanced data augmentation for machine learning pathloss prediction. To appear in 2024 IEEE International Conference on Communications (ICC).

  3. Jha, S., Zhang, Y., Buckmaster, D.R. and Krogmeier, J.V., 2023. Classifying topographic features into blocks for agricultural field trials. To appear in 2023 3rd International Electronic Conference on Agronomy.

  4. Pathak, H., Zhang, Y., Sprague, N., Buckmaster, D.R., Evans, J., Chaterji, S. and Krogmeier, J.V., 2023. Autonomous navigation in digital agriculture: Using the segment anything model for corn row identification. To appear in 2023 IEEE India Geoscience and Remote Sensing Symposium (InGARSS).

  5. Jha, S., Zhang, Y., Buckmaster, D.R. and Krogmeier, J.V., 2023. A web-based application leveraging geospatial information to automate on-farm trial design. To appear in 2023 ASABE Annual International Meeting. American Society of Agricultural and Biological Engineers.

  6. Basir, M.S., Zhang, Y., Buckmaster, D.R., Raturi, A. and Krogmeier, J.V., 2023. Meta Ag: An automatic contextual agricultural metadata collection app. In 2023 ASABE Annual International Meeting (p. 1). American Society of Agricultural and Biological Engineers. DOI: 10.13031/aim.202300917.

  7. Keshavamurthy, B., Zhang, Y., Anderson, C.R., Michelusi, N., Love, D.J. and Krogmeier, J.V., 2023. Propagation measurements and analyses at 28 GHz via an autonomous beam-steering platform. In ICC 2023-IEEE International Conference on Communications (pp. 5042-5047). IEEE. DOI: 10.1109/ICC45041.2023.10279397. [arXiv preprint]

  8. Jha, S., Zhang, Y., Park, B., Cho, S., Krogmeier, J.V., Bagchi, T. and Haddock, J.E., 2023. Data-driven web-based patching management tool using multi-sensor pavement structure measurements. In 2023 Transportation Research Board (TRB) 102nd Annual Meeting. TRB. [arXiv preprint]

  9. Zhang, Y., Krogmeier, J.V., Anderson, C.R. and Love, D.J., 2022. Overcoming the digital divide by large-scale coverage analyses for mmWave cellular networks. In 2022 56th Asilomar Conference on Signals, Systems, and Computers (pp. 1190-1194). IEEE. DOI: 10.1109/IEEECONF56349.2022.10051865.

  10. Keshavamurthy, B., Zhang, Y., Anderson, C.R., Michelusi, N., Krogmeier, J.V. and Love, D.J., 2022. A robotic antenna alignment and tracking system for millimeter wave propagation modeling. In 2022 United States National Committee of URSI National Radio Science Meeting (USNC-URSI NRSM) (pp. 145-146). IEEE. DOI: 10.23919/USNC-URSINRSM57467.2022.9881448. [arXiv preprint]

  11. Zhang, Y., Jha, S., Bullock, D.M. and Krogmeier, J.V., 2021, September. Generating dynamic prescription maps for winter road treatment via sun-shadow simulation. In 2021 IEEE International Intelligent Transportation Systems Conference (ITSC) (pp. 3387-3392). IEEE. DOI: 10.1109/ITSC48978.2021.9565055. [Virtual presentation]

  12. Neustedter, A.J., Arakawa, T., Zhang, Y., Castiblanco, F.A., Layton, A., Balmos, A., Ault, A., Krogmeier, J.V. and Buckmaster, D.R., 2021. Enabling visualization and processing of location-based data via OADA’s client-selectable live data graphs. In 2021 ASABE Annual International Virtual Meeting (p. 1). American Society of Agricultural and Biological Engineers. DOI: 10.13031/aim.202101126.

  13. Zhang, Y., Tan, J.A., Dorbert, B.M., Anderson, C.R. and Krogmeier, J.V., 2020, December. Simulation-aided measurement-based channel modeling for propagation at 28 GHz in a coniferous forest. In 2020 IEEE Global Communications Conference (GLOBECOM) (pp. 1-6). IEEE. DOI: 10.1109/GLOBECOM42002.2020.9322386. [Virtual presentation]

  14. Zhang, Y., Arakawa, T., Krogmeier, J.V., Anderson, C.R., Love, D.J. and Buckmaster, D.R., 2020, June. Large-scale cellular coverage analyses for UAV data relay via channel modeling. In 2020 IEEE International Conference on Communications (ICC) (pp. 1-6). IEEE. DOI: 10.1109/ICC40277.2020.9149403. [Virtual presentation]

  15. Zhang, Y., Krogmeier, J.V. and Buckmaster, D.R., 2019. A probabilistic model for estimating harvested areas via GPS tracks. To appear in 2019 ASABE Annual International Meeting. American Society of Agricultural and Biological Engineers.

  16. Wang, Y., Zhang, Y., Balmos, A., Buckmaster, D.R. and Krogmeier, J.V., 2019. A tutorial on wireless communication protocol selection for digital agricultural applications. To appear in 2019 ASABE Annual International Meeting. American Society of Agricultural and Biological Engineers.

  17. Wang, Y., Zhang, Y., Buckmaster, D.R. and Krogmeier, J., 2019. Combine harvester unloading event inference using GPS data. In 2019 ASABE Annual International Meeting (p. 1). American Society of Agricultural and Biological Engineers. DOI: 10.13031/aim.201901286.

  18. Zhang, Y., Balmos, A., Ault, A., Buckmaster, D.R. and Krogmeier, J.V., 2018. Generating product traceability trees for harvesting from GPS tracks. In 2018 ASABE Annual International Meeting (p. 1). American Society of Agricultural and Biological Engineers. DOI: 10.13031/aim.201800628.

  19. Lindsay, A.M., Wang, Y., Noel, S., Zhang, Y., Krogmeier, J.V. and Buckmaster, D.R., 2018. CAN-based forage yield mapping. In 2018 ASABE Annual International Meeting (p. 1). American Society of Agricultural and Biological Engineers. DOI: 10.13031/aim.201801016.

  20. Buckmaster, D.R., Krogmeier, J.V., Ault, A., Noel, S., Wang, Y., Zhang, Y., Layton, A. and Balmos, A., 2018, June. Use cases for real time data in agriculture. In Proceedings of the 14th International Conference on Precision Agriculture (ICPA). International Society of Precision Agriculture. [Open access]

  21. Zhang, Y., Love, D.J., Michelusi, N., Krogmeier, J.V., Jyoti, S., Sprintson, A. and Anderson, C.R., 2018, March. Improving millimeter-wave channel models for suburban environments with site-specific geometric features. In 2018 International Applied Computational Electromagnetics Society Symposium (ACES) (pp. 1-2). IEEE. DOI: 10.23919/ROPACES.2018.8364140.

  22. Zhang, Y., Jyoti, S., Anderson, C.R., Love, D.J., Michelusi, N., Sprintson, A. and Krogmeier, J.V., 2018, May. 28-GHz channel measurements and modeling for suburban environments. In 2018 IEEE International Conference on Communications (ICC) (pp. 1-6). IEEE. DOI: 10.1109/ICC.2018.8422820.

  23. Zhang, Y., Balmos, A., Krogmeier, J.V. and Buckmaster, D.R., 2017. Dynamic high-precision field shape generation via combine GPS tracks. In 2017 ASABE Annual International Meeting (p. 1). American Society of Agricultural and Biological Engineers. DOI: 10.13031/aim.201700809.

  24. Zhang, Y., Ault, A., Krogmeier, J.V. and Buckmaster, D.R., 2017. Activity recognition for harvesting via GPS tracks. In 2017 ASABE Annual International Meeting (p. 1). American Society of Agricultural and Biological Engineers. DOI: 10.13031/aim.201700813.

  25. Layton, A.W., Zhang, Y., Krogmeier, J.V. and Buckmaster, D.R., 2017. Determining harvesting efficiency via multiple combine GPS logs. In 2017 ASABE Annual International Meeting (p. 1). American Society of Agricultural and Biological Engineers. DOI: 10.13031/aim.201700816.

  26. Zhang, Y., Balmos, A., Krogmeier, J.V. and Buckmaster, D.R., 2015, September. Working zone identification for specialized micro transportation systems using GPS tracks. In 2015 IEEE 18th International Conference on Intelligent Transportation Systems (ITSC) (pp. 1779-1784). IEEE. DOI: 10.1109/ITSC.2015.289.

Technical Reports

  1. Mahlberg, J., Zhang, Y., Jha, S., Mathew, J.K., Li, H., Desai, J., Kim, W., McGuffey, J., Wells, T., Krogmeier, J.V. and Bullock, D.M., 2021. Development of an intelligent snowplow truck that integrates telematics technology, roadway sensors, and connected vehicle. Joint Transportation Research Program Publication (JTRP) Technical Reports No. FHWA/IN/JTRP-2021/27. Purdue University, West Lafayette, Indiana. DOI: 10.5703/1288284317355.

  2. Zhang, Y., Jyoti, S., Anderson, C.R., Love, D.J., Michelusi, N., Sprintson, A. and Krogmeier, J.V., 2017, November. 28-Ghz channel measurements and modeling for suburban environments. Department of Electrical and Computer Engineering Technical Reports No. TR-ECE-17-07. Purdue University, West Lafayette, Indiana. [Open access]

  3. Sadeghi, L., Zhang, Y., Balmos, A., Krogmeier, J.V. and Haddock, J.E., 2016. Algorithm and software for proactive pothole repair. Joint Transportation Research Program Publication (JTRP) Technical Reports No. FHWA/IN/JTRP-2016/14. Purdue University, West Lafayette, Indiana. DOI: 10.5703/1288284316337.

Data Sets

  1. Keshavamurthy, B. and Zhang, Y. (2022). Propagation measurements and analyses at 28GHz on NSF POWDER. (v1.0) [Data set]. IEEE International Conference on Communications (ICC), Rome, Italy. Zenodo. DOI: 10.5281/zenodo.7178597.

  2. Zhang, Y. and Krogmeier, J. (2021). Combine Kart Truck GPS data archive. (Version 1.2). Purdue University Research Repository. DOI: 10.4231/XBG9-P763.