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Page 10 of 26 Jin et al. Soft Sci 2023;3:8 https://dx.doi.org/10.20517/ss.2022.34
Figure 6. Multi-modal tactile sensors: (A) centralized ionic receptor that can distinguish temperature and strain (reproduced with
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permission . Copyright 2020, The American Association for the Advancement of Science); (B) four-layer stacked multifunctional
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sensor capable of sensing temperature, pressure, and proximity (reproduced with permission . Copyright 2020, Springer Nature); (C)
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distributed temperature and strain sensor array (reproduced with permission . Copyright 2014, American Chemical Society); (D)
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hybrid electronic skin matrix with stacked and distributed layout (reproduced with permission . Copyright 2018, Springer Nature).
Centralized sensors: Centralized sensors can use one sensing unit to distinguish multi-modal
information [109,110] . As shown in Figure 6A, You et al. presented an ionic receptor with a simple electrode-
electrolyte-electrode structure . Through the ion relaxation dynamics analysis, temperature and strain can
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be simultaneously detected without signal interference. Some similar works differentiate mechanical stimuli
such as pressure, bending, shearing, or stretching by analyzing the characteristics of the signals [112,113] . Other
centralized sensors collect mutually independent signals from different measuring elements stacked
together [114,115] . Seok et al. developed a four-layer multifunctional sensor capable of simultaneous sensing of
temperature, pressure, and proximity, and the outputs of each element are measured independently, as
shown in Figure 6B . The centralized sensors are generally used in single-point sensing for dexterous
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manipulation and grasping due to their compact structure. But advanced decoupling algorithms need to be
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considered to overcome the effects of signal crosstalk .
Distributed sensors: Distributed sensors utilize the planar sensing array to form a multi-modal
measurement network. In general, the sensing units are designed with different structures to measure
various tactile stimuli respectively . Figure 6C illustrates the distributed multi-modal sensor array
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reported by Harada et al., in which the sensing elements of strain and temperature are distributed in
different areas and work independently . Besides, elements with identical structures are usually assembled
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to decouple normal and shear forces [60,120] . In contrast to the centralized one, the distributed multi-modal
sensors are more suitable for electronic skins, which can cover the entire robotic body to create large-area
interaction networks. The crosstalk is reduced due to the intrinsic isolated arrangement of sensing elements,
while it is necessary to apply a high-frequency signal acquisition circuit to cope with abundant sensing
units.
Hybrid sensors: Hybrid sensor combines the stacked structure and distributed arrays to measure multi-
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modal tactile signals . Kim et al. developed an ultrathin strain, pressure, and temperature sensing array

