Site-specific location calibration and validation of ray-tracing simulator NYURay at upper mid-band frequencies
Ray-tracing (RT) simulators are essential for wireless digital twins, enabling accurate site-specific radio channel prediction for next-generation wireless systems. Yet, RT simulation accuracy is often limited by insufficient measurement data and a lack of systematic validation. This paper presents site-specific location calibration and validation of NYURay, NYU’s in-house ray tracer, at upper mid-band frequencies (6.75 GHz and 16.95 GHz). We propose a location calibration algorithm that corrects GPS-induced position errors by optimizing transmitter-receiver (T-R) locations to align simulated and measured power delay profiles, improving T-R location accuracy by 42.3% for line-of-sight (LOS) and 13.5% for non-line-of-sight (NLOS) scenarios. Validation across 18 T-R locations over distances from 40 to 880 m between transmitter and receiver shows excellent RT accuracy in path loss prediction, with path loss exponent (PLE) deviations under 0.14 when comparing measured versus RT predicted power at all T-R locations. While RT underestimates measured delay spread and angular spreads, their cumulative distributions remain statistically similar. The validated NYURay advances RT validation and provides reliable channel statistics for 6G deployment.
Authors
- Dipankar Shakya (ORCID: https://orcid.org/0000-0001-6211-1812)
- G. Qian (ORCID: https://orcid.org/0009-0009-3947-9470)
- Mingjun Ying (ORCID: https://orcid.org/0009-0001-1422-9346)
- Peijie Ma
- Theodore S. Rappaport
Institutions
- New York University (US)
Publication Details
- Journal
- npj Wireless Technology
- Published
- 2026-03-03
- DOI
- https://doi.org/10.1038/s44459-025-00014-x
- Primary Topic
- Millimeter-Wave Propagation and Modeling
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Science Foundation