Show that $$ \sum_{m=0}^{2k+1}{2^{m}\binom{n}{m}\binom{n-m}{\bigl\lfloor \frac{2k+1-m}{2} \bigr\rfloor}}=\binom{2n+1}{2k+1} $$ I tried expending the sum and using induction, but could not complete the induction step; I tried using Pascal's identity to obtain $$ \binom{n-m}{\bigl\lfloor \frac{2k+3-m}{2} \bigr\rfloor}=\binom{n-m+1}{\bigl\lfloor \frac{2k+3-m}{2} \bigr\rfloor}-\binom{n-m}{\bigl\lfloor \frac{2k+1-m}{2} \bigr\rfloor} $$ but couldn't find other identities to complete the induction step. Searching Gould's Combinatorial Identities brought up nothing, though I could easily had missed something useful there.
I'm looking to complete the induction step, but would also like to find an algebraic or a combinatorial proof. I would like to avoid using trigonometric and root functions, but would like to use complex numbers in cartesian form.
Note: This answer is the result of an analysis of the highly instructive and elegant answer by Marko Riedel. One highlight is the useful representation of $\binom{n}{\left\lfloor \frac{q}{2}\right\rfloor}$ which is the introductory part of this answer.
We use the coefficient of operator $[z^q]$ to denote the coefficient of $z^q$ in a series. This way we can write e.g. \begin{align*} \binom{n}{q}=[z^q](1+z)^n\tag{1} \end{align*} and to ease comparison with Markos answer I will use his notation.
Comment:
Additionally to (1) we use a second variable $z$ which is used as marker to select via $1+z$ even and odd exponent of $w^j$.
In (3) we use the geometric series expansion and the linearity of the coefficient of operator.
In (4) we select the coefficient of $z^{2q}$ which is $w^q$.
In (5) we apply the rule $[z^p]z^qA(z)=[z^{p-q}]A(z)$.
Comment:
In (6) we apply the formula (2) and we change the upper limit of the sum to $n$ without changing anything, since the formula (2) selects the proper range.
In (7) we collect all factors with exponent $k$.
In (8) observe the factor $(1+w)^n$ cancels nicely.