Adaptive Spectral Enhancement and Harmonic Separation

• US 20120013398A1
• Filed: 11/22/2010
• Published: 01/19/2012
• Est. Priority Date: 07/14/2010
• Status: Active Grant

• Current Assignee: MACOM Connectivity Solutions, LLC (MACOM Technology Solutions Holdings, Inc.)
• Original Assignee: Applied Micro Circuits Corporation (MACOM Technology Solutions Holdings, Inc.)
• Inventors: Dabiri, Dariush, Barsoum, Maged F.
• Granted Patent: US 8,472,514 B2
• Time in Patent Office: Days
• US Class Current: 327/553
• CPC Class Codes: H03H 21/0012 Digital adaptive filters
• CPC Class Codes: H03H 21/0021 Notch filters

Abstract

A circuit and method perform adaptive spectral enhancement at a frequency ω1 (also called “fundamental” frequency) on an input signal y which includes electromagnetic interference (EMI) at an unknown frequency, to generate a fundamental-enhanced signal φ1 (or its complement). The fundamental-enhanced signal φ1 (or complement) is thereafter used in a notching circuit (also called “fundamental notching” circuit) to generate a fundamental-notched signal y−φ1. The fundamental-notched signal y−φ1 is itself enhanced to generate a harmonic-enhanced signal φ2 that is used to notch the fundamental-notched signal y−φ1 again, in one or more additional notching circuits that are connected in series with the fundamental notching circuit. The result (“cascaded-harmonic-notched” signal) is relatively free of EMI noise (fundamental and harmonics), and is used as an error signal for an adaptation circuit that in turn identifies the fundamental frequency ω1. Use of a cascaded-harmonic-notched signal as the error signal improves speed of convergence of adaptation.

Claims

1. An apparatus to perform adaptive spectral enhancement and harmonic separation, the apparatus comprising:

a spectral enhancement and harmonic notching circuit comprising a coefficient input line, a signal input line, a first output port and a second output port;

wherein the spectral enhancement and harmonic notching circuit receives on the signal input line, an input signal comprising electromagnetic interference (EMI) at an unknown frequency;

wherein the spectral enhancement and harmonic notching circuit comprises a spectral enhancement circuit to supply on the first output port, a fundamental-enhanced signal or complement thereof generated by enhancing the input signal at least at a current estimate of the unknown frequency, the current estimate being identified from a coefficient signal on the coefficient input line;

wherein the spectral enhancement and harmonic notching circuit further comprises a cascade of notching circuits to supply on the second output port, a cascaded-harmonic-notched signal generated by notching the input signal at the current estimate followed by notching at a harmonic of the current estimate;

an adaptation circuit comprising an initialization line, an input line, an error line, and a coefficient output port;

wherein the input line of the adaptation circuit is coupled to the first output port, of the spectral enhancing and harmonic notching circuit;

wherein the error line of the adaptation circuit is coupled to the second output port, of the spectral enhancing and harmonic notching circuit;

wherein the adaptation circuit generates the coefficient signal on the coefficient output port, using at least;

(i) the fundamental-enhanced signal or complement thereof received on the input line of the adaptation circuit, (ii) the cascaded-harmonic-notched signal received on the error line, and (iii) an initial estimate of the unknown frequency received on the initialization line;

wherein the coefficient output port of the adaptation circuit is coupled to the coefficient input line of the spectral enhancement and notching circuit, to adaptively change the current estimate over time.

2. The apparatus of claim 1 wherein:

the adaptation circuit comprises a multiplier to multiply the cascaded-harmonic-notched signal received on the error input line with a signal derived from the fundamental-enhanced signal or complement received on the input line.

3. The apparatus of claim 2 wherein:

the adaptation circuit comprises an accumulator to accumulate a product of the multiplier with at least said initial estimate, thereby to generate the coefficient signal;

the accumulator comprises an adder to receive said product and a signal derived at least partially from the initial estimate of the unknown frequency identified on the initialization line;

the accumulator further comprises a delay element coupled to the adder, to supply thereto a prior version of a sum generated by said adder.

4. The apparatus of claim 1 wherein:

the enhancement circuit comprises an infinite impulse response (IIR) filter centered at said current estimate identified on the coefficient input line, an output port of the IIR filter being coupled to the first output port to supply thereon the complement of the fundamental-enhanced signal.

5. The apparatus of claim 4 wherein the cascade of notching circuits comprises:

a delay element coupled to the signal input line to generate a delayed version of the input signal, the delay element implementing a delay Δ

t of a duration of time required for signal propagation through the IIR filter;

an arithmetic unit coupled to the delay element to receive the delayed version of the input signal, the arithmetic unit being further coupled to the output port of the IIR filter to receive the fundamental-enhanced signal or complement, the arithmetic unit generating a fundamental-notched signal supplied to the cascade of notching circuits.

6. The apparatus of claim 5 wherein the IIR filter is hereinafter a first IIR filter and the arithmetic unit is hereinafter first arithmetic unit, and the delay element is hereinafter first delay element, and wherein the cascade of notching circuits comprises:

a second arithmetic unit;

a second IIR filter coupled in series between the first arithmetic unit and the second arithmetic unit; and

a second delay element coupled in parallel with the second IIR filter;

wherein the second arithmetic unit receives the fundamental-notched signal from the second delay element and notches the fundamental-notched signal at a harmonic of the current estimate, based on a harmonic-enhanced signal generated by the second IIR filter.

7. The apparatus of claim 6 wherein the cascade of notching circuits further comprises:

a third IIR filter coupled in parallel with the second IIR filter and the second delay element; and

wherein the fundamental-notched signal is further notched by the second arithmetic unit, at another harmonic of the current estimate, generated by the third IIR filter.

8. The apparatus of claim 1 wherein:

the adaptation circuit comprises a one-dimensional table coupled to the coefficient output port to receive therefrom the coefficient signal used as an index into the table;

the adaptation circuit further comprises a multiplier coupled to the output of the table, the multiplier being further coupled to the input line of the adaptation circuit to receive therefrom the fundamental-enhanced signal; and

the adaptation circuit further comprises an IIR filter coupled to the multiplier to receive a product of multiplication therefrom.

9. The apparatus of claim 4 wherein the cascade of notching circuits comprises:

a first IIR filter to generate the complement of the fundamental-enhanced signal;

a second IIR filter to generate a complement of a harmonic-enhanced signal, wherein the second IIR filter is coupled in series with the first IIR filter.

10. The apparatus of claim 9 wherein the cascade of notching circuits further comprises:

a third IIR filter to generate another complement of another harmonic-enhanced signal, wherein the third IIR filter is coupled in parallel with the second IIR filter.

11. The apparatus of claim 9 wherein the cascade of notching circuits further comprises:

a third IIR filter to generate another complement of another harmonic-enhanced signal, wherein the third IIR filter is coupled in series with the second IIR filter.

12. A method for adaptive spectral enhancement and harmonic separation, the method comprising:

enhancing an input signal that comprises electromagnetic interference (EMI) at an unknown frequency, at least at a current estimate of the unknown frequency, the current estimate being identified from a coefficient signal, thereby to generate a fundamental-enhanced signal or complement thereof;

using the fundamental-enhanced signal to notch the input signal at the fundamental frequency, thereby to generate a fundamental-notched signal;

enhancing the fundamental-notched signal at a second harmonic of the current estimate thereby to generate a second harmonic-enhanced signal;

notching the fundamental-notched signal at least at the second harmonic by using at least the second harmonic-enhanced signal thereby to generate a cascaded harmonic-notched signal; and

performing adaptation to generate the coefficient signal, by using at least;

the fundamental-enhanced signal or complement thereof, the cascaded-harmonic-notched signal, and (iii) an initial estimate of the unknown frequency, wherein the current estimate is changed adaptively over time.

13. The method of claim 12 further comprising:

enhancing the fundamental-notched signal at a third harmonic of the current estimate thereby to generate a third harmonic-enhanced signal;

wherein the fundamental-notched signal is additionally notched at the third harmonic by use of at least the third harmonic-enhanced signal, to generate said cascaded harmonic-notched signal.

14. The method of claim 12 wherein:

said performing of adaptation comprises a Gauss-Newton method for error prediction.

15. The method of claim 12 wherein:

said enhancing of the input signal uses an infinite impulse response (IIR) filter; and

said enhancing of the fundamental-notched signal uses another infinite impulse response (IIR) filter.

16. The method of claim 15 wherein:

said performing adaptation uses yet another infinite impulse response (IIR) filter.

17. The method of claim 12 wherein:

said performing of adaptation comprises multiplying the cascaded-harmonic-notched signal with a signal derived from the fundamental-enhanced signal or complement.

18. The method of claim 17 wherein said signal is derived by at least:

using the coefficient signal as an index to look up a one-dimensional table;

multiplying a value obtained by looking up the one-dimensional table with the fundamental-enhanced signal or complement; and

filtering a product of said multiplying, by using an IIR filter.

19. A system for adaptive spectral enhancement and harmonic separation, the system comprising:

means for enhancing an input signal that comprises electromagnetic interference (EMI) at an unknown frequency, at least at a current estimate of the unknown frequency, the current estimate being identified from a coefficient signal, thereby to generate a fundamental-enhanced signal or complement thereof;

means for using the fundamental-enhanced signal to notch the input signal at the fundamental frequency, thereby to generate a fundamental-notched signal;

means for enhancing the fundamental-notched signal at a second harmonic of the current estimate thereby to generate a second harmonic-enhanced signal;

means for notching the fundamental-notched signal at least at the second harmonic by using at least the second harmonic-enhanced signal thereby to generate a cascaded harmonic-notched signal; and

means for performing adaptation to generate the coefficient signal, by using at least;

the fundamental-enhanced signal or complement thereof, the cascaded-harmonic-notched signal, and (iii) an initial estimate of the unknown frequency,

wherein the current estimate is changed adaptively over time.

20. The system of claim 19 wherein:

said means for enhancing of the input signal uses an infinite impulse response (IIR) filter;

said means for enhancing of the fundamental-notched signal uses another infinite impulse response (IIR) filter; and

said means for performing adaptation uses yet another infinite impulse response (IIR) filter.