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High-throughput QR decomposition for MIMO detection in OFDM systems
By: Zheng-Yu Huang; Pei-Yun Tsai;
2010 / IEEE / 978-1-4244-5308-5
Description
This item was taken from the IEEE Conference ' High-throughput QR decomposition for MIMO detection in OFDM systems ' In this paper, we aim to design and implement a high-throughput QR decomposition architecture for 4 �4 MIMO signal detection problems. A real-value decomposed MIMO system model is handled and thus the channel matrix to be processed is extended to the size 8�. Instead of direct factorization, we propose a QR decomposition scheme by cascading one complex-value and one real-value Givens rotation blocks, which can save 44% hardware complexity. The systolic array is adopted for hardware implementation to facilitate pipeline design. Then, the requirement of skewed inputs to the conventional complex-value QR-decomposition systolic array is improved and 37% of delay elements are removed. The real-value Givens rotation stage is implemented by a stacked triangular systolic array to match with the throughput of the complex-value one. We have implemented the proposed design in 0.18 �m CMOS technology with 152K gates. From post-layout simulations, the maximum operating frequency can achieve 90.09MHz. The proposed scheme not only reduces the hardware complexity, but also supports high throughput for MIMO-OFDM signal detection up to 2.16 Gbps under stationary channels.
Related Topics
Communication Complexity
Matrix Algebra
Mimo Communication
Ofdm Modulation
Signal Detection
Bit Rate 2.16 Gbit/s
High-throughput Qr Decomposition
Mimo Signal Detection Problems
Ofdm Systems
Real-value Decomposed Mimo System Model
Channel Matrix
Hardware Complexity
Complex-value Qr-decomposition Systolic Array
Pipeline Design
Stacked Triangular Systolic Array
Cmos Technology
Frequency 90.09 Mhz
Mimo
Ofdm
Hardware
Systolic Arrays
Signal Detection
Throughput
Cmos Technology
Signal Design
Matrix Decomposition
Pipelines
Cmos Integrated Circuits
Systolic Arrays
Engineering
Real-value Givens Rotation Blocks