Fig 2 - uploaded by Joey Wilson
Content may be subject to copyright.
An example illustrating the inaccuracy of using traditional loop parameter equations in the presence of delays. Here, loop parameter values for Kp and K i are calculated from (2), regardless of the number of delays.

An example illustrating the inaccuracy of using traditional loop parameter equations in the presence of delays. Here, loop parameter values for Kp and K i are calculated from (2), regardless of the number of delays.

Source publication
Article
Full-text available
Modern implementations of discrete-time phase-locked loops (DT-PLLs) often contain delayed feedback. The delays are usually a side effect to pipelining, filtering, or other inner-loop mechanisms. Each delay increases the order of the system by introducing an additional pole to the closed-loop transfer function and, in many cases, makes the traditio...

Context in source publication

Context 1
... in [4]. Ignoring the delays often results in inaccurate prediction of transient behavior, especially at high ω n T values [7]. For example, using (2) to achieve a damping factor ζ = .707 and ω n T = .05 in the presence of 10 sample delays will yield loop parameters K p and K i that do not provide a response with the expected characteristics (See Fig. ...

Similar publications

Article
Full-text available
This paper aims to experimentally verify the theoretical effects of energy pumping especially with external excitation. Energy pumping is irreversible transfer of energy from a linear or linearized structure to a nonlinear energy sink (NES) with relatively small mass. This NES can be used as a nonlinear absorber. This phenomenon is analyzed for dif...

Citations

... Being a PLL-based receiver, the choice of K i and K p coefficients influences heavily its stability, performance and frequency tracking capability, especially when demodulating low SNR signals. We initially considered the delay of the FIR filter when tweaking the coefficients, as in [37], but the demodulator was still plagued by frequent losses of lock and low output SNR. The best results were obtained with the values reported in atpdec's [38] code. ...
Article
Full-text available
In this paper we propose a new effective remote sensing tool combining hardware and software solutions as an extension of our previous work. In greater detail the tool consists of a low cost receiver subsystem for public weather satellites and a signal and image processing module for several tasks such as signal and image enhancement, image reconstruction and cloud detection. Our solution allows to manage data from satellites effectively with low cost components and portable software solutions. We aim at sampling and processing of the modulated signal entirely in software enabled by Software Defined Radios (SDR) and CPU computational speed overcoming hardware limitation such as high receiver noise and low ADC resolution. Since we want to extend our previous method to demodulate signals coming from various meteorological satellites, we propose a new high frequency receiving system designed to receive and demodulate signals transmitted at 1.7 GHz. The signals coming from satellites are demodulated, synchronized and enhanced by using low level image processing techniques, then cloud detection is performed by using the well known K-means clustering algorithm. The hardware and software architecture extensions make our solution able to receive and demodulate high frequency and bandwidth meteorological satellite signals, such as those transmitted by NOAA POES, NOAA GOES, EUMETSAT Metop, Meteor-M and FengYun.
... As with any PLL, its performance is determined to a large extent by Ki and Kp coefficients (a wrong choice leads to instability, especially with low SNR signals). Initially, FIR filter delay in the feedback path was considered when choosing coefficients' values, as in (Wilson et al., 2009), but unsatisfactory experimental results suggested a different approach was necessary; in the end, atpdec's (Leconte, 2003) values ensured good demodulation and image decoding results. The second demodulator is a simple envelope detector: the input signal gets full-wave rectified by the absolute value function and filtered by a linear-phase FIR filter with a steep transition between passband and stopband. ...
Conference Paper
Full-text available
United States National Oceanic and Atmospheric Administration (NOAA) weather satellites adopt Advanced Very High Resolution Radiometer (AVHRR) sensors to acquire remote sensing data and broadcast Automatic Picture Transmission (APT) images. The orientation of the scan lines is perpendicular to the orbit of the satellite. In this paper we propose a new low cost solution for NOAA remote sensing. More in detail, our method focuses on the possibility of directly sampling the modulated signal and processing it entirely in software enabled by recent breakthroughs on Software Defined Radios (SDR) and CPU computational speed, while keeping the costs extremely low. We aim to achieve good results with inexpensive SDR hardware, like the RTL-SDR (a repurposed DVB-T USB dongle). Nevertheless, we faced some problems caused by hardware limits such as high receiver noise figure and low ADC resolution. Furthermore, we detected several inherent drawbacks of frequent tuner saturations. For this purpose we developed a software-hardware integrated system able to perform the following steps: satellite pass prediction, time scheduling, signal demodulation, image cropping and filtering. Although we employed low cost components, we obtained good results in terms of signal demodulation, synchronization and image reconstruction.
... The general idea of filtering problems is to form a kind of " best estimate " for the true value of some certain system based on some potentially noisy observations [1]–[4], [8], [13]–[16]. Filtering problem serves as one of the fundamental problems in the areas of control and signal processing. ...
Article
This brief addresses the gain-scheduled filtering problem for a class of discrete-time systems with missing mea- surements, nonlinear disturbances, and external stochastic noise. The missing-measurement phenomenon is assumed to occur in a random way, and the missing probability is time-varying with securable upper and lower bounds that can be measured in real time. The multiplicative noise is a state-dependent scalar Gaussian white-noise sequence with known variance. The ad- dressed gain-scheduled filtering problem is concerned with the design of a filter such that, for the admissible random missing measurements, nonlinear parameters, and external noise distur- bances, the error dynamics is exponentially mean-square stable. The desired filter is equipped with time-varying gains based pri- marily on the time-varying missing probability and is therefore less conservative than the traditional filter with fixed gains. It is shown that the filter parameters can be derived in terms of the measurable probability via the semidefinite program method.
... Subsequently, while the carrier and timing tracking loops were active or deactivated, the performance of the receiver in detecting the payload information symbols was studied. For the carrier tracking loop filter we followed [62] and designed a proportional and integrator loop that also counts for the delay caused by the analysis filter bank. The filter parameters that were calculated for a critically damped PLL were obtained as K p = 0.1208, for the proportional gain, and K I = 0.0068, for the integrator gain. ...
Article
Full-text available
Packetized data transmission is commonly used in wireless communication systems. Each packet starts with a preamble which is used to synchronize the receiver with carrier frequency of the incoming signal, to find a good timing phase, and to identify the channel impulse response or to adjust a set of channel equalizer parameters. In this paper, following the same philosophy, we develop a packet format for multicarrier systems that operate based on filter banks, filter bank multicarrier (FBMC) systems. The related algorithms for carrier frequency and timing recovery as well as channel identification/equalizer adjustment and methods for carrier and timing tracking loops are proposed. The proposed ideas are evaluated and their satisfactory performance are presented through computer simulations.
... A detailed analysis of type-2 ADPLLs with feedback delays can be found in a recent publication of Wilson et al. [22]. In this work, the two dominant poles of the discrete transfer function are considered, whereas a criteria is given for which parameters this assumption is valid. ...
... A word size extension of P bit results in an extended maximal detectable phase of ϕ det,max = 2 P π. The word size extension parameter P can be determined by setting this result in (22) using ∆ϕ 0,max = π as maximal initial phase, leading to ...
... First, the simulation was done without phase unwrap (P = 0) starting from an initial phase difference ∆ϕ 0 of zero. Using (22) with the parameters ζ = 0.707 and f n = 16 kHz leads to a lock-in range of ∆f L = 110.2 kHz. ...
Article
In this paper, an efficient all-digital demodulator in digital communication receivers is proposed and implemented on a reconfigurable hardware platform in order to compensate timing and carrier phase offset. In the proposed design, a feedforward architecture which has better stability and performance than traditional feedback architectures is used in the timing synchronization loop. To mitigate the problem of oversampling rate of feedforward synchronizer, an innovative parallel demodulator architecture is presented which is optimized for high speed transmissions. This proposed architecture results in asynchronous data sampling where there is no need to adjust sampling rate of the analog to digital converter with an external feedback. To achieve good stability conditions in the presence of loop delay in carrier recovery loop, an appropriate compensation method using a novel Smith predictor is utilized. Since the delay compensation technique is applied, the proposed architecture is well suited for pipelined VLSI implementations. The proposed architecture is used to implement M-QAM digital communication receiver on a Xilinx Virtex-7 FPGA platform achieving a clock rate of 612 MHz. Implementation results show that our design has a good performance for different modulation orders as well as excellent robustness against loop delays and variations in the loop.
Article
Full-text available
Phase locked loops (PLL) are designed to align the frequency and the phase of the PLL phase accumulator with the frequency and phase of a complex sampled data input sinusoid. When the PLL is required to align the phase slope and phase of the local DDS with the phase slope and phase of a suppressed carrier modulated input signal the PLL phase detector must be augmented by a non-linear process that forms the underlying carrier. A common process estimates the instantaneous envelope of the modulated waveform and removes the modulation to expose the underlying carrier. Reliable estimates of the modulation are formed with the aid of a matched filter and an auxiliary timing recovery process. The matched filter process occurs inside the PLL loop and contributes additional loop delay. Delay inside a feedback loop is undesirable since it tends to destabilize the loop. We examine the effect of this excess loop delay and present intuitive design constraints that assure loop stability.