A NOVEL NON-COHERENT OQPSK DETECTION BASED ON INTERACTIVE KALMAN FILTERING WITH APPLICATIONS IN ZIGBEE RECEIVER
Abstract
This research proposes a new low-cost and less complex methodology endeavoring
to optimize the performance of OQPSK using the Interactive Kalman Filter (IKF). The
design method is based on the use of two Linear Kalman Filters (LKFs) coupled together
to be used as a priori phase to an Extended Kalman Filter (EKF) and as an observer to the
2=3 LKF to estimate the phase coefficients.
We choose to implement the proposed method in the ZigBee receiver because
current numbers indicate that ZigBee sales are growing and are expected to dominate the
market by 2023 and become the primary wireless protocol for the Internet of Things (IoT).
ZigBee is a low data rate wireless personal area network (LR-WPAN) used as a short
distance communication system. Therefore, it is a promising technology due to its low
cost, low power consumption, and wireless mesh networking standard.
There are two types of modulation under the original IEEE 802.15.4/ZigBee
standard. The first one is the Offset Quadrature Phase Shift Keying (OQPSK), which is
employed in a 249 GHz band. The other type is the Binary Phase Shift Keying (BPSK),
which is employed in both 868915 MHz bands. ZigBee 249 GHz has a higher data rate
and a number of channels than ZigBee 868915 MHz. The proposed method IKF will be
implemented to optimize the OQPSK 249 GHz modulated signal.The criterion for novelty is the minimization of the Mean Square Error (MSE) with
respect to Signal to Noise Ratio (SNR) values between the output phase signal and the
actual value of the phase signal. The proposed phase tracking using the IKF technique
reduces the phase deviation error and increases the robustness against Gaussian noise,
Non-Gaussian noise, and the Co-Channel Interference (CCI).
A MATLAB ZigBee transceiver system model has been created to study the
performance of the IKF in the presence of different propagation environments. The
proposed IKF has been implemented into the ZigBee receiver to illustrate the superiority
of the proposed receiver, as presented in Chapter 4.
Ultimately, our motivation for emphasis in this dissertation is twofold. First, the
complexity of coherent communication systems, which is based on traditional techniques,
can be replaced by a simpler receiver. Second, the introduction of IKF, which is a new
non-coherent detection approach for an OQPSK modulated signal and a novel solution to
detect the corrupted received signal and reduce the phase deviation error.