Kenneth E. Kolodziej
Massachusetts Institute of Technology
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Featured researches published by Kenneth E. Kolodziej.
allerton conference on communication, control, and computing | 2012
Joseph G. McMichael; Kenneth E. Kolodziej
Self-interference is the primary obstacle to full-duplex wireless communication on a single frequency band. This paper presents a novel convex reformulation for tuning the attenuation and phase shift parameters of a multiple-tap analog self-interference canceller. The standard optimization formulation for a multiple-tap analog canceller is non-convex, causing gradient descent algorithms to converge to local optima. By exploiting the architecture of an ideal analog canceller, an analytical solution for the global optimum is derived that minimizes mean-square error between the canceller and negative channel frequency responses. Multiple taps are necessary to emulate practical antenna coupling channels over a broad bandwidth. Simulated and measured results are presented that achieve significant wideband cancellation in multipath channel environments.
international symposium on antennas and propagation | 2012
Kenneth E. Kolodziej; Peter T. Hurst; Alan J. Fenn; Leonard I. Parad
In order to avoid self-interference, Simultaneous Transmit And Receive (STAR) systems require low mutual coupling between their respective transmit and receive antennas. This paper discusses the development of an 8-element transmit ring array antenna on a circular ground plane with a raised receive element. When combined with a beamformer that supplies linear progressive phase shifts to the array with opposing elements phased 180-degrees apart, the receive and transmit antennas are measured to exhibit 55 dB of isolation and omni-directional patterns in the 2.4 to 2.5 GHz band.
IEEE Transactions on Wireless Communications | 2016
Kenneth E. Kolodziej; Joseph G. McMichael; Bradley T. Perry
In-band full-duplex wireless communications are challenging because they require the mitigation of self-interference caused by the co-located transmitter to operate effectively. This paper presents a novel tapped delay line RF canceller architecture with multiple non-uniform pre-weighted taps to improve system isolation by cancelling both the direct antenna coupling as well as multipath effects that comprise a typical interference channel. A four-tap canceller prototype was measured over several different operating conditions, and was found to provide an average of 30 dB signal cancellation over a 30 MHz bandwidth centered at 2.45 GHz in isolated scenarios. When combined with an omni-directional high-isolation antenna, the canceller improved the overall analog isolation to 90 dB for these cases. In an indoor setting, the canceller suppressed a +30 dBm OFDM signal by 22 dB over a 20 MHz bandwidth centered at 2.45 GHz, and produced 78 dB of total analog isolation. This complete evaluation demonstrates not only the performance limitations of an optimized multitap RF canceller, but also establishes the amount of analog interference suppression that can be expected for the different environments considered.
radio and wireless symposium | 2014
Kenneth E. Kolodziej; Joseph G. McMichael; Bradley T. Perry
For effective operation, Simultaneous Transmit And Receive (STAR) systems require high isolation between the transmitted signals and the receiver input, the absence of which can lead to the saturation of a receivers front end. This paper presents an adaptive RF canceller used to improve isolation. The canceller is configured as an RF tapped delay line with four taps, each with independent amplitude and phase weights that are tuned by a Dithered Linear Search algorithm. This canceller produces 30 dB of signal cancellation over a 30 MHz bandwidth centered at 2.45 GHz in an isolated environment. When combined with a high-isolation antenna, an overall STAR system isolation of 90 dB is achieved, while also maintaining omni-directional transmit and receive antenna patterns.
international microwave symposium | 2015
Kenneth E. Kolodziej; Bradley T. Perry; Jeffrey S. Herd
Simultaneous Transmit and Receive operation requires a high amount of transmit-to-receive isolation in order to avoid self-interference. This isolation is best achieved by utilizing multiple cancellation techniques. The combination of adaptive multiple-input multiple-output spatial cancellation with a high-isolation antenna and RF canceller produces a novel system architecture that focuses on cancellation in the analog domain before the receivers low-noise amplifier. A prototype of this system has been implemented on a moving vehicle, and measurements have proven that this design is capable of providing more than 90 dB of total isolation in realistic multipath environments over a 30 MHz bandwidth centered at 2.45 GHz.
ieee international symposium on phased array systems and technology | 2013
Bradley T. Perry; T. Levy; Patrick J. Bell; S. Davis; Kenneth E. Kolodziej; N. O'Donoughue; Jeffrey S. Herd
Hands-on instruction in engineering education is beneficial to the development of a workforce that understands the complexity of building radar systems. Unfortunately, building phased array systems tends to be too costly to allow student access to the hardware necessary for developing these skills. This paper presents a low cost phased array based on a time-domain multiplexed, multiple-input, multiple-output (TDM-MIMO) approach that has been built for education. This array has been utilized in several free courses held at the Massachusetts Institute of Technology during the Independent Activity Period (IAP) between semesters. Students have built, tested, and taken home a number of these radars and continue to operate these on their own, either for recreation or as part of their undergraduate research activities.
international symposium on antennas and propagation | 2016
Kenneth E. Kolodziej; Jonathan P. Doane; Bradley T. Perry
Many in-band full-duplex wireless systems transmit and receive on a single antenna to minimize redundancy and maintain compact form factors. For effective operation, all of these systems need to maximize transmit-to-receive isolation, which is limited by non-ideal antenna matching and non-zero circulator leakage. Several isolation-improvement techniques are investigated in this paper, and illustrate how RF components can be used to minimize the consequential self-interference of these systems. Two unique cancellation schemes were validated, and the isolation of a single-antenna transceiver was measured to improve by 15 and 33 dB over the 100 MHz bandwidth centered at 2.45 GHz.
ieee antennas and propagation society international symposium | 2014
Kenneth E. Kolodziej; Joseph G. McMichael; Bradley T. Perry
Simultaneous transmit and receive (STAR) systems require high isolation between the transmitter and receiver to avoid self-interference. Antenna isolation degradation stems from errors in the physical construction and beamformer design, as well as reflections from scattering objects in the environment. An RF canceller subsystem can be inserted at the antenna feeds to improve the isolation in the presence of reflecting objects by 30 dB over 30 MHz centered at 2.45 GHz. This results in 90 dB of effective antenna isolation when paired with a high-isolation antenna that exhibits omni-directional radiation patterns, signifying that STAR systems can be practically deployed.
radio and wireless symposium | 2016
Kenneth E. Kolodziej; Bradley T. Perry
Simultaneous Transmit and Receive (STAR) systems typically utilize multiple cancellation layers to improve system isolation and avoid self-interference. The design of these different layers must be evaluated both individually and as a whole to determine their effectiveness in various environments. A flexible and reusable mobile testbed was constructed to aid in the development and assessment of these different STAR technologies for both stationary and non-stationary applications. The usefulness of this platform was confirmed during the integration of an example STAR system that measured greater than 100 dB of total system isolation over a 30 MHz bandwidth centered at 2.45 GHz.
ieee international symposium on phased array systems and technology | 2016
Jonathan P. Doane; Kenneth E. Kolodziej; Bradley T. Perry
A new architecture is proposed for achieving Simultaneous Transmit and Receive (STAR) with a digital phased array. We demonstrate how digital beamforming and cancellation enables adjacent transmitting and receiving sub-arrays to operate simultaneously in the same frequency band without a significant reduction in performance. Our approach uses only digital signal processing techniques and does not require custom radiators or analog cancelling circuits that can increase front-end losses and add significant size, weight and cost to the array. Simulated results are presented for a 50-element array that achieves more than 160 dB of effective isolation between transmit and receive beams over a 100 MHz instantaneous band centered at 2.45 GHz.