MIMOSigRef-SD

Citation Author(s):
Pejman
Ghasemzadeh
University of Nebraska-Lincoln
Michael
Hempel
University of Nebraska-Lincoln
Hamid
Sharif
University of Nebraska-Lincoln
Submitted by:
Pejman Ghasemzadeh
Last updated:
Tue, 02/02/2021 - 19:48
DOI:
10.21227/m5mg-8k22
Data Format:
License:
0
0 ratings - Please login to submit your rating.

Abstract 

The MIMOSigRef-SD dataset was created with the goal to support the research community in the design and development of novel multiple-input multiple-ouotput (MIMO) transceiver architectures. It was recorded using software radios as transmitters and receivers, and a wireless channel emulator to facilitate a realistic representation of a variety of different channel environments and conditions. This dataset was also used in the study of an Automatic Modulation Classification (AMC) or also known as Automatic Modulation Identification (AMI) system design, which is one of the application domains supported by this dataset. The transmitters generate a wide variety of signal streams modulated using one of the following modulation schemes in a variety of different modulation orders:

•M-QAM

•MIL-STD-188-110 B/C standard-specific QAM

•M-PSK

•M-APSK

•DVB-S2/S2X/SH standard-specific APSK 

•M-PAM

Each modulation scheme was also generated in a variety of Spatial Diversity (SD) MIMO system configurations, ranging from 1x1 (SISO) through 4x4 MIMO.  Each signal was exposed to one of 5 different channel environments, ranging from Butler to Vehicular-B, with a signal-to-noise ratio ranging from -20 up to +30 dB. This dataset provides all of the generated bit sequences, channel configurations, and received symbols. 

**Our near-term plan is to further expand this dataset by also providing coverage for Spatial Multiplexing. This dataset named MIMOSigRef-SM can be accessed via same platform, i.e., IEEE DataPort.**

Instructions: 

The MIMOSigRef-SD dataset is provided in the form of 8 individual TAR files. Each file represents one of the 8 modulation schemes utilized in our dataset. Within each file, the data is organized in a similar format: Naming of the contained folders represents the modulation scheme and order, channel environment, MIMO configuration, and type of MIMO. An example of such naming is: 16QAM – Vehicular B – (TX2 – RX1) – Spatial Diversity. This provides easy access to the information of interest.