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1/f noise in electrical conductors arising from the heterogeneous detrapping process of individual charge carriers

by Aleksejus Kononovicius, Bronislovas Kaulakys

Submission summary

Authors (as registered SciPost users): Bronislovas Kaulakys · Aleksejus Kononovicius
Submission information
Preprint Link: scipost_202310_00012v1  (pdf)
Code repository: https://github.com/akononovicius/flicker-trap-detrap-individual-charge
Date submitted: 2023-10-11 10:35
Submitted by: Kononovicius, Aleksejus
Submitted to: SciPost Physics
Ontological classification
Academic field: Physics
Specialties:
  • Condensed Matter Physics - Theory
Approaches: Theoretical, Computational

Abstract

We propose a model of 1/f noise in electrical conductors based on the drift of individual charge carriers and their interaction with the trapping centers. We assume that the trapping centers are distributed uniformly across the material. The trapping centers are assumed to be heterogeneous and have unique detrapping rates, which are sampled from a uniform distribution. We show that under these assumptions, and if the trapping rate is low in comparison to the maximum detrapping rate, 1/f noise in the form of Hooge's relation is recovered. Hooge's parameter is shown to be a ratio between the characteristic trapping rate and the maximum detrapping rate.

Current status:
Awaiting resubmission

Reports on this Submission

Anonymous Report 2 on 2024-3-15 (Invited Report)

Strengths

1. The model works and generates 1/f noise.

Weaknesses

1. There are no known processes in real materials or structures that match the model.

Report

Authors presented theoretical model that generates 1/f noise, but there are no shown any processes in real materials or structures that match the model. Therefore, I propose a major revision and the authors must add real examples where this model works. If not, then: reject.

Requested changes

1. A definition of “conductor” is needed in the context of the paper.
2. References: since the paper is not an overview type, there is no need to cite so many references for one statement (e.g., [3,4,5-20], [21-27] - after all, not everyone, who observed 1/f noise, was cited).
3. Authors must add real examples where this model works.
4. Authors must clarify the relationship of this paper to the latter: Kononovicius, A., & Kaulakys, B. (2023). $1/f $ noise from the trapping-detrapping process of individual charge carriers. arXiv preprint arXiv:2306.07009 (https://doi.org/10.48550/arXiv.2306.07009).

  • validity: ok
  • significance: low
  • originality: low
  • clarity: good
  • formatting: excellent
  • grammar: good

Author:  Aleksejus Kononovicius  on 2024-04-04  [id 4391]

(in reply to Report 2 on 2024-03-15)

The main focus of this manuscript is to provide a general physically plausible explanation for the 1/f phenomenon. Also to derive Hooge's parameter value often used to characterize the strength of 1/f noise in different conducting materials. Thus suggesting first principles explanation for the 1/f phenomenon in conducting materials. In that sense, we do not consider any specific materials or experimental data.

Nevertheless, a connection to some experimental works can be drawn, as a response to the comment made by the reviewer. A quick search of the existing experimental literature suggests that there are no works that would consider direct measurements of detrapping rates in any (semiconductor or other) materials. But, as long as Arrhenius's law applies, we can relate detrapping rates to the trap activation energies (depth of the trap in the band gap). If the detrapping rates are assumed to be uniform within some range of values, then the activation energy distribution should also be exponential within some range of energies. Some of the works we found suggest that activation energy distribution could be exponential (with other common alternatives being normal and uniform distributions). Although, in different materials there could be other mechanisms leading to uniform detrapping rate distribution.

Notably, there are experimental evidence for Hooge's parameter being inversely proportional to the mean free-flight time in wide range of materials. From theoretical perspective this requires assuming homogeneous spatial distribution of traps, as we have assumed in the proposed model.

Our responses to suggested changes: 1. Appropriate changes will be made. 2. Number of references will be reduced. 3. We can make additional references to existing experimental literature, but our own consideration is from a theoretical perspective. 4. The aforementioned arXiv draft is an early iteration of this submission to SciPost. It is not a separate paper, nor is it submitted to any other journal besides SciPost.

Anonymous Report 1 on 2024-2-25 (Invited Report)

Strengths

Theoretical and very general considerations

Weaknesses

Simulations only. The wrong general assumption.

Report

I have two main remarks that decided about manuscript rejection:
1. You don't have traps in conducting materials. Traps exist in semiconductors. Thus, the rest doesn't represent a physical situation.
2. Eq. (1) doesn't show the idea of the Hooge equation when 1/f noise requires current or voltage to be measured but exists as resistance fluctuations.

Additionally, some parts of the manuscript are the same as in the paper published a few months earlier: 1/ f noise from the sequence of nonoverlapping rectangular pulses. PHYSICAL REVIEW E 107, 034117 (2023).
DOI: 10.1103/PhysRevE.107.034117

  • validity: low
  • significance: low
  • originality: poor
  • clarity: low
  • formatting: excellent
  • grammar: acceptable

Author:  Aleksejus Kononovicius  on 2024-03-06  [id 4344]

(in reply to Report 1 on 2024-02-25)

We do agree with the reviewer that our model does not describe physics of a pure electrical conductor, but typical materials and devices are not pure. These impurities could be of semiconductor nature themselves, or effectively work as traps in the semiconductors. Furthermore majority of experimental literature regarding 1/f noise in materials primarily focus on either semiconductor materials or devices incorporating semiconductors. We will add clarifications as necessary when updating the manuscript.

As for Hooge's relation, we chose this form, because our model primarily describes the movement of charge carriers, and primarily corresponds to the fluctuations in current. Although, dependent on how the measurement is conducted one could also observe fluctuations in effective resistance and voltage of the conducting material. We will add an extended comment on this when updating the manuscript.

Regarding the similarities with our recent PRE paper, it is important to highlight that the primary emphasis of the PRE paper lies in the mathematical aspects of modeling 1/f noise. It specifically demonstrates that 1/f noise is observable when gap (or pulse) duration follows a distribution with a power-law tail. While previously others have also demonstrated similar results, they overlooked a crucial additional condition – the duration of pulses (or gaps) must be relatively long. Essentially, the PRE paper shows that achieving pure 1/f noise is impossible using a point process model. Even if this condition is satisfied, the resulting 1/f noise still exhibits a low-frequency cutoff, which, for the most reasonable parameter sets, becomes effectively unobservable. This fact was also overlooked in the existing literature.

Although there is an overlap in the mathematical content presented in our manuscript and the PRE paper, we have minimized overlaps to as much as is necessary to maintain the self-contained nature of the manuscript. Proper references are provided whenever we reuse previous results or insights. The primary focus of our manuscript is to introduce a straightforward physical model that explains why the gap duration could follow a power-law distribution. This model enables us to derive a compact expression for the Hooge parameter (Section 4) and offers an alternative solution to the low-frequency cutoff paradox (Section 3).

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