The Error Detecting Codes (EDCs) and Error Correcting Codes (ECCs) stays on top over some of the prevailing soft error mitigating approaches while cost overhead is considered greatly. As soft errors are noteworthy concern for circuit trustworthiness, identification of those will be the key to endure it and furthermore propelling towards recuperation procedure guarantees smooth birch operation through protecting error proliferation. This paper pact with a competent approach by lessen the most important ‘check-bits' that are to be added up with data to be transmitted. To identify soft errors, the proposed method introduces ‘self-derived’ option for check-bits to be built taking the quantity of minimum existing digit (‘0’ or ‘1’) in the data word rather than constant consideration (i.e., 1's only). Hence, it reduces the cost as well as memory overhead notably. Moreover, approaching with shortened check-bits have been proved worthy as it is time effective and as the data access rate is low.