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Foto del escritor: Carlos Osorio
Carlos Osorio
8 feb 2023
2 min de lectura

Radar technology has been widely used for a range of applications such as air traffic control, weather monitoring, and military surveillance. With the recent advancements in communication technology, multiple-input multiple-output orthogonal frequency-division multiplexing (MIMO-OFDM) has been

introduced as a new technique for radar imaging. In this article, we will discuss the basics of 2D RADAR imaging using MIMO-OFDM and its advantages over conventional RADAR systems.



What is MIMO-OFDM?

MIMO-OFDM is a combination of multiple-input multiple-output (MIMO) technology and orthogonal frequency-division multiplexing (OFDM) technology. MIMO refers to the use of multiple antennas at both the transmitting and receiving ends of a communication system. OFDM is a digital modulation technique that divides the available bandwidth into multiple subcarriers and transmits data symbols over each subcarrier. MIMO-OFDM combines the advantages of MIMO and OFDM to provide high data rates and reliable communication.


How does MIMO-OFDM work in RADAR imaging?

In RADAR imaging, MIMO-OFDM can be used to transmit multiple signals simultaneously over different antennas, resulting in a higher resolution image. The transmitted signals are modulated onto orthogonal subcarriers using OFDM, which helps to mitigate multi-path fading and improve the signal-to-noise ratio (SNR). The received echoes from the target are then demodulated and processed to produce a 2D image of the target.


Advantages of 2D RADAR imaging using MIMO-OFDM:

  1. High Resolution: MIMO-OFDM provides a higher resolution image compared to conventional RADAR systems. This is due to the use of multiple antennas at both the transmitting and receiving ends, which results in a higher spatial resolution.

  2. Improved SNR: The use of OFDM in MIMO-OFDM helps to mitigate multi-path fading and improve the SNR. This results in a clearer image of the target, even in adverse weather conditions.

  3. Increased Bandwidth Utilization: MIMO-OFDM allows for multiple signals to be transmitted simultaneously, increasing the utilization of the available bandwidth. This results in a higher data rate and improved overall performance.

  4. Robustness: MIMO-OFDM is more robust to interference compared to conventional RADAR systems, as it uses orthogonal subcarriers to transmit data. This results in improved reliability and better target detection.

Conclusion


In conclusion, 2D RADAR imaging using MIMO-OFDM provides several advantages over conventional RADAR systems. The combination of MIMO and OFDM results in a higher resolution image, improved SNR, increased bandwidth utilization, and robustness to interference. As technology continues to advance, it is likely that MIMO-OFDM will become increasingly popular for RADAR imaging applications.


Actualizado: 16 dic 2022

The capacity to capture images using RGB silicon-based sensors in the visible (VIS) can be limited in outdoor environmental conditions. Due to illumination variations of the scene or scattering effects caused by the interaction of light with micrometer-size particles in the rain, fog, or smoke, limiting the depth of visibility and the level of contrast of the image. In vision applications, where there is dependence on the vision systems such as UAVs or autonomous vehicles for navigation, this reduction in the sensor's performance is critical. A solution uses a hyperspectral vision system that can operate in the different spectral bands in the near-infrared range. This spectral band has fewer light attenuation effects due to operating in the Mie regime. The size of the scattering particles is comparable to the used illumination wavelengths. In this work, we propose a vision system based on NIR active illumination single-pixel imaging (SPI) with time-of-flight (ToF) wavelengths of 850 and 1550 nm for 2D image reconstruction under rainy or fog conditions.







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