MathWorks today announced that DOCOMO Beijing Communications Laboratories Co., Ltd. (DOCOMO Beijing Labs) has adopted MATLAB to develop and verify algorithms for the development of new physical layer mobile communications technologies for advanced standards such as LTE-A. MATLAB has allowed DOCOMO Beijing Labs to cut development time by 50% compared with its previous C and C++ development methods, and allowed researchers to rapidly develop new algorithms for link-level and system-level simulations.
To verify advanced algorithms developed in MATLAB, the DOCOMO engineers used a simulation frame that was built on a complete transmit-and-receive chain using MATLAB, Signal Processing Toolbox and Communications System Toolbox. The team then used Parallel Computing Toolbox to parallelize communications algorithms and scale them without code changes to a 32-core cluster running MATLAB Distributed Computing Server, reducing the time for the completion of extensive simulations from weeks to hours. This speed up has helped to verify more than four times the test cases, parameter settings, and operating scenarios than was previously possible. This workflow has helped DOCOMO researchers increase confidence in the robustness of their designs.
“With MATLAB we spend less time coding and more time developing innovative mobile communications algorithms,” said a lead research engineer at DOCOMO Beijing Labs. “More importantly, with only minor modifications we can accelerate the simulation of algorithms on our computing cluster to thoroughly evaluate and verify them under a wide range of operating conditions and scenarios.”
“The work at DOCOMO Beijing Labs directly influences the development of future wireless standards worldwide,” said Arun Mulpur, communications, electronics, and semiconductors industry marketing manager at MathWorks. “MATLAB has helped these researchers and engineers explore new ideas and theories, develop algorithms and systems, and functionally verify their designs.”
DOCOMO Beijing Labs relies on Monte Carlo simulations that test a range of scenarios and parameter values for dozens of base stations and hundreds of mobile devices. The researchers need to perform multiple simulations that are computationally intensive and take weeks to run on a single computer. Parallel Computing Toolbox and MATLAB Distributed Computing Server eased the task of distributing simulations on their cluster and aggregating the results, helping quickly compare the performance of different algorithms, assess robustness in poor channel conditions, and evaluate throughput across the network and at the cell edge.
DOCOMO Beijing Labs recently demonstrated a hardware implementation of two designs developed and verified using MATLAB: an 8x8 MIMO OFDM system and a multiuser MIMO for TD-LTE.
More details on DOCOMO Beijing Lab’s use of parallel computing with MATLAB can be found in the user story, “DOCOMO Beijing Labs Accelerates the Development of Mobile Communications Technology.”